Contributing authors:

Data analysis, code, and maintenance of this notebook: Carmen Lia Murall, Raphaël Poujol, Susanne Kraemer, Arnaud N’Guessan, Art Poon, Jesse Shaprio. Input and direction by other members of Pillar 6 (https://covarrnet.ca/our-team/#pillar-6 ) which include: Sally Otto, Fiona Brinkman, Caroline Colijn, Jorg Fritz, Morgan Langille, Paul Gordon, Julie Hussin, Jeff Joy, and Erin Gill.

Sequence collection, generation, and release: Canadian laboratories across the country are making these data publicly available. A complete list of lab authors is in this repository and more details are below in the Acknowledgement section.
[ideally: add lab list right here with drop-down menu (?)]

Introduction

This notebook is to explore Canadian SARS-CoV-2 genomic and epidemiological data with the aim to investigate viral evolution and spread. It is for discussion with pillar 6’s team and for sharing with collaborators, e.g. PH labs. These analyses can spur further research within or across pillars, be used for reports (or data dashboards), discussions with the science communication pillar for public dissemination, and the code can be used or repackaged for public health authorities/laboratories for their internal use.

Canadian genomic and epidemiological data will be regularly pulled from various public sources (see list below) to keep these analyses up-to-date. Only representations of aggregate data will be posted here. [aim: use only VirusSeq Portal data]

## 1. LOAD processed metadata of Canadian sequences (with latest pangolin, division, and full seq IDs)
#Download metadata from gisaid, put the date here:
gisaiddate="2022_01_31"
#date=2022_01_31
#tar -axf metadata_tsv_$date.tar.xz metadata.tsv -O | tr ' ' '_'  | sed 's/\t\t/\tNA\t/g' | sed 's/\t\t/\tNA\t/g' | sed 's/\t$/\tNA/g' | awk 'NR==1 || substr($1,9,6)=="Canada" && $8=="Human"' | sort -k3,3 > metadata_CANall_$date.uncorrected.csv 
#cat metadata_virrusseq_$date.tsv | tr ' ' '_'  | sed 's/\t\t/\tNA\t/g' | sed 's/\t\t/\tNA\t/g' | sed 's/\t$/\tNA/g' | awk 'NR!=1 && $43!="NA"' | cut -f5,43 | sort -k2,2 | uniq > epidatesfromvirrusseq
#join -1 3 metadata_CANall_$date.uncorrected.csv -a 1 -2 2 epidatesfromvirrusseq | awk '$4!=$23 && length($4)<10 && length($23)==10{$4=$23} {id=$1;$1=$2;$2=$3;$3=id} {print}' | tr ' ' '\t'| cut -f-22 > metadata_CANall_$date.csv
#zip /media/rp/partition4data/Dropbox/Raph/covarrnet/CoVaRRNet_Pillar6_Notebook/data_needed/metadata_CANall_$date.zip metadata_CANall_$date.csv

metaCANall <- read.csv(unz(paste("./data_needed/metadata_CANall_",gisaiddate,".zip",sep=""),paste("metadata_CANall_",gisaiddate,".csv",sep="")),sep="\t",row.names=NULL)
metaCANall$Collection_date <- as.Date(metaCANall$Collection_date)
#max(metaCANall$Collection.date) - min(metaCANall$Collection.date) #time diff: 580 days

#make a pango.group column

metaCANall$pango.group <- metaCANall$Variant
metaCANall$pango.group[is.na(metaCANall$pango.group)]<-"other"
metaCANall$pango.group[grepl("B\\.1\\.1\\.7|Q\\.", metaCANall$Pango_lineage)] <- "Alpha"
metaCANall$pango.group[grepl("B\\.1\\.351", metaCANall$Pango_lineage)] <- "Beta/Lambda/Mu" # Beta
metaCANall$pango.group[grepl("P\\.", metaCANall$Pango_lineage)] <- "Gamma"
metaCANall$pango.group[grepl("B\\.1\\.617|AY\\.", metaCANall$Pango_lineage)] <- "Delta"
metaCANall$pango.group[metaCANall$Pango_lineage == "AY.25" ]<-"Delta AY.25"
metaCANall$pango.group[metaCANall$Pango_lineage == "AY.27" ]<-"Delta AY.27"
metaCANall$pango.group[grepl("C\\.37|C\\.37\\.1", metaCANall$Pango_lineage)] <- "Beta/Lambda/Mu" #lambda
metaCANall$pango.group[grepl("B\\.1\\.1\\.529|BA\\.", metaCANall$Pango_lineage)] <- "Omicron BA.1"
metaCANall$pango.group[metaCANall$Pango_lineage == "BA.1.1" ]<-"Omicron BA.1.1"
metaCANall$pango.group[metaCANall$Pango_lineage == "BA.2" ]<-"Omicron BA.2"
metaCANall$pango.group[grepl("B\\.1\\.621", metaCANall$Pango_lineage)] <- "Beta/Lambda/Mu" #Mu
metaCANall$pango.group[str_detect(metaCANall$pango.group,"V") ]<-"other"
metaCANall$pango.group[metaCANall$Pango_lineage == "A.23.1" ]<-"A.23.1"
metaCANall$pango.group[metaCANall$Pango_lineage == "B.1.438.1" ]<-"B.1.438.1"

## 2. LOAD epidemiological data (PHAC)


#from: https://health-infobase.canada.ca/covid-19/epidemiological-summary-covid-19-cases.html?stat=num&measure=total&map=pt#a2
epidataCANall <- read.csv(url("https://health-infobase.canada.ca/src/data/covidLive/covid19-download.csv"))
epidataCANall$date <- as.Date(epidataCANall$date)
epidataCANall$prname <- gsub(' ', '_', epidataCANall$prname)

epidate = tail(epidataCANall,1)$date #download date

Snapshot: SARS-CoV-2 in Canada

Variants in Canada

Sequence counts for all Canadian data in GISAID and VirusSeq Portal, up to 2022-02-03, shows that by end of summer Alpha and Gamma were still the most sequenced variants. From the beginning of the pandemic to the fall of 2021, Canadian sequences were mostly of the wildtype lineages (pre-VOCs). Case counts over time are added for comparison as sequencing coverage varies over time.

Important caveat: This plot shows the changing composition of sequences posted to GISAID and the VirusSeq Portal by PANGO lineage/variant designation. Because sampling and sequencing procedures vary by region and time, this does not necessarily reflect the true composition of SARS-CoV-2 viruses in Canada over time. Only some infections are detected by PCR testing, and only some of those are sent for whole-genome sequencing, and not all of those are posted to public facing repositories. Sequencing volumes and priority have changed during the pandemic, and the sequencing strategy is typically a combination of prioritizing outbreaks, travellers, public health investigations, and random sampling for genomic surveillance. Thus, interpretation of these plots and comparisons between health regions should be done with caution.

# --- Histogram plot: counts per variant of all canadian data -------------

listpango <- unique(metaCANall$pango.group)
print(listpango)
##  [1] "other"          "B.1.438.1"      "A.23.1"         "Alpha"         
##  [5] "Gamma"          "Beta/Lambda/Mu" "Delta"          "Delta AY.27"   
##  [9] "Delta AY.25"    "Omicron BA.1"   "Omicron BA.1.1" "Omicron BA.2"
listpango <- listpango[order(listpango)]
getpal <- colorRampPalette(brewer.pal(9, "Paired")) #"Set3
pal <- getpal(length(listpango))
names(pal) <- listpango
pal["Omicron BA.1"]="#8B0000"
pal["Omicron BA.1.1"]="#Fa8072"
pal["Omicron BA.2"]="#FF0000"
pal["other"]="grey"
pal["Alpha"]="#B29C71"
pal["Delta"]="#A6CEE3"
pal["Delta AY.27"]="#438FC0"
pal["Delta AY.25"]="#61A6A0" 
pal["A.23.1"]="#9AD378"
pal["B.1.438.1"]="#3EA534"
pal["Beta"]="#CAB2D6"
pal["Gamma"]="#444444"
pal["Beta/Lambda/Mu"]="#F08C3A"
pal["Mu"]="#F08C3A"


#------------- counts over time (by week)
mindate=as.Date("2020-12-01")
colorcases="#138808"
  
plot_metadatadf <- function(meta_tab,pal,cases) {
  meta_tab <- filter(meta_tab, !is.na(meta_tab$Collection_date))
  meta_tab <- filter(meta_tab, meta_tab$Collection_date > mindate)
  df1 <- meta_tab %>% group_by(pango.group) %>% group_by(week = cut(Collection_date, "week")) #adds week coloum
  dfcount <- df1 %>% group_by(week) %>% count(pango.group)
  cases <- filter(cases, cases$date > mindate)
  cases <- cases %>% group_by(week = cut(date, "week")) #adds week coloum
  cases <- data.frame(aggregate(cases$numtoday, by=list(Category=cases$week), FUN=mean))
  cases <- cases[is.finite(cases$x),]
  ratio <- max(dfcount$n)/max(cases$x)
  cases$x=cases$x*ratio
  ggplot(dfcount, aes(x=as.Date(week)))+
    geom_bar(stat = "identity", aes(y= n, fill=pango.group))+
    scale_fill_manual(breaks=listpango, values = pal)+
    ylab("")+xlab("")+
    theme_classic()+theme(axis.text.x = element_text(angle=90, vjust=0.1,hjust=0.1))+
    scale_x_date(date_breaks = "28 day")+
    geom_line(data=cases, aes(x=as.Date(Category),y=x),size=2,color=colorcases,alpha=0.6)+
    scale_y_continuous(name = "sequenced cases per week",sec.axis = sec_axis(~./ratio, name="recorded cases per day"))+
    theme(axis.title.y.right = element_text(color = colorcases),axis.text.y.right = element_text(color = colorcases))
}

plot_metadatadf_freq <- function(meta_tab,pal,cases) {
  meta_tab <- filter(meta_tab, !is.na(meta_tab$Collection_date))
  meta_tab <- filter(meta_tab, meta_tab$Collection_date > mindate)
  df1 <- meta_tab %>% group_by(pango.group) %>% group_by(week = cut(Collection_date, "week")) #adds week coloum
  dfcount <- df1 %>% group_by(week) %>% count(pango.group)
  dfcount %>% mutate(freq = prop.table(n)) -> dfprop
  cases <- filter(cases, cases$date > mindate)
  cases <- cases %>% group_by(week = cut(date, "week")) #adds week coloum
  cases <- data.frame(aggregate(cases$numtoday, by=list(Category=cases$week), FUN=mean))
  cases <- cases[is.finite(cases$x),]
  ratio <- 1/max(cases$x)
  cases$x=cases$x*ratio
  ggplot(dfprop, aes(x=as.Date(week)))+
    geom_bar(stat = "identity", aes(y= freq, fill=pango.group))+
    scale_fill_manual(breaks=listpango, values = pal)+
    ylab("")+xlab("")+
    theme_classic()+theme(axis.text.x = element_text(angle=90, vjust=0.1,hjust=0.1))+
    scale_x_date(date_breaks = "28 day")+
    geom_line(data=cases, aes(x=as.Date(Category),y=x),size=2,color=colorcases,alpha=0.6)+
    scale_y_continuous(name = "sequenced cases per week",sec.axis = sec_axis(~./ratio, name="recorded cases per day"))+
    theme(axis.title.y.right = element_text(color = colorcases),axis.text.y.right = element_text(color = colorcases))
}

plot_metadatadf(metaCANall,pal,epidataCANall)

plot_metadatadf_freq(metaCANall,pal,epidataCANall)

There are two PANGO lineages that have a Canadian origin and that predominately spread within Canada (with some exportations internationally): B.1.438.1 and B.1.1.176.

Other lineages of Canadian interest:

Provinces

Here we show the same plots but for each province. The NCCID provides a timeline of Canadian events related to each variant: https://nccid.ca/covid-19-variants/

loc=sapply(strsplit(metaCANall$Location,"_/_"), `[`, 3)
metaCANall$province <- loc

British_Columbia

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
http://www.bccdc.ca/health-info/diseases-conditions/covid-19/data-trends

prov='British_Columbia'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

Alberta

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://www.alberta.ca/stats/covid-19-alberta-statistics.htm#variants-of-concern

prov='Alberta'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prnameFR==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prnameFR==prov), ])

Saskatchewan

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://www.saskatchewan.ca/government/health-care-administration-and-provider-resources/treatment-procedures-and-guidelines/emerging-public-health-issues/2019-novel-coronavirus/cases-and-risk-of-covid-19-in-saskatchewan

prov='Saskatchewan'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prnameFR==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prnameFR==prov), ])

Manitoba

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://geoportal.gov.mb.ca/apps/manitoba-covid-19/explore

prov='Manitoba'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prnameFR==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prnameFR==prov), ])

Ontario

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://www.publichealthontario.ca/en/diseases-and-conditions/infectious-diseases/respiratory-diseases/novel-coronavirus/variants

prov='Ontario'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

Quebec

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://www.inspq.qc.ca/covid-19/donnees/variants

prov='Quebec'
print(epidataCANall[ which(epidataCANall$prname==prov), ])
##       pruid prname prnameFR       date update numconf numprob numdeaths
## 30       24 Quebec  Québec 2020-03-01     NA       1       0         0
## 34       24 Quebec  Québec 2020-03-03     NA       1       0         0
## 38       24 Quebec  Québec 2020-03-05     NA       2       0         0
## 42       24 Quebec  Québec 2020-03-06     NA       2       0         0
## 46       24 Quebec  Québec 2020-03-07     NA       2       0         0
## 50       24 Quebec  Québec 2020-03-08     NA       3       0         0
## 55       24 Quebec  Québec 2020-03-09     NA       4       0         0
## 63       24 Quebec  Québec 2020-03-11     NA       7       0         0
## 78       24 Quebec  Québec 2020-03-12     NA      13       0         0
## 93       24 Quebec  Québec 2020-03-13     NA      17       0         0
## 108      24 Quebec  Québec 2020-03-14     NA      17       0         0
## 123      24 Quebec  Québec 2020-03-15     NA      24       0         0
## 138      24 Quebec  Québec 2020-03-16     NA      39       0         0
## 153      24 Quebec  Québec 2020-03-17     NA      50       0         0
## 168      24 Quebec  Québec 2020-03-18     NA      74       0         1
## 183      24 Quebec  Québec 2020-03-19     NA     121       0         1
## 198      24 Quebec  Québec 2020-03-20     NA     139       0         1
## 213      24 Quebec  Québec 2020-03-21     NA     202      19         4
## 228      24 Quebec  Québec 2020-03-22     NA     221       0         4
## 243      24 Quebec  Québec 2020-03-23     NA     221     407         4
## 258      24 Quebec  Québec 2020-03-24     NA     221     792         4
## 273      24 Quebec  Québec 2020-03-25     NA    1339       0         6
## 288      24 Quebec  Québec 2020-03-26     NA    1629       0         8
## 303      24 Quebec  Québec 2020-03-27     NA    2021       0        18
## 318      24 Quebec  Québec 2020-03-28     NA    2498       0        22
## 333      24 Quebec  Québec 2020-03-29     NA    2840       0        22
## 348      24 Quebec  Québec 2020-03-30     NA    3430       0        25
## 363      24 Quebec  Québec 2020-03-31     NA    4162       0        31
## 378      24 Quebec  Québec 2020-04-01     NA    4611       0        33
## 393      24 Quebec  Québec 2020-04-02     NA    5518       0        36
## 408      24 Quebec  Québec 2020-04-03     NA    6101       0        61
## 423      24 Quebec  Québec 2020-04-04     NA    6997       0        75
## 438      24 Quebec  Québec 2020-04-05     NA    7944       0        94
## 453      24 Quebec  Québec 2020-04-06     NA    8580       0       121
## 468      24 Quebec  Québec 2020-04-07     NA    9340       0       150
## 483      24 Quebec  Québec 2020-04-08     NA   10031       0       175
## 498      24 Quebec  Québec 2020-04-09     NA   10912       0       216
## 513      24 Quebec  Québec 2020-04-10     NA   11677       0       241
## 528      24 Quebec  Québec 2020-04-11     NA   12292       0       289
## 543      24 Quebec  Québec 2020-04-12     NA   12846       0       328
## 558      24 Quebec  Québec 2020-04-13     NA   13557       0       360
## 573      24 Quebec  Québec 2020-04-14     NA   14248       0       435
## 588      24 Quebec  Québec 2020-04-15     NA   14860       0       487
## 603      24 Quebec  Québec 2020-04-16     NA   15857       0       630
## 618      24 Quebec  Québec 2020-04-17     NA   16798       0       688
## 633      24 Quebec  Québec 2020-04-18     NA   17521       0       805
## 648      24 Quebec  Québec 2020-04-19     NA   18357       0       877
## 663      24 Quebec  Québec 2020-04-20     NA   19319       0       939
## 678      24 Quebec  Québec 2020-04-21     NA   20126       0      1041
## 693      24 Quebec  Québec 2020-04-22     NA   20965       0      1134
## 708      24 Quebec  Québec 2020-04-23     NA   21838       0      1243
## 723      24 Quebec  Québec 2020-04-24     NA   22616       0      1340
## 738      24 Quebec  Québec 2020-04-25     NA   23267       0      1446
## 753      24 Quebec  Québec 2020-04-26     NA   24107       0      1515
## 768      24 Quebec  Québec 2020-04-27     NA   24982       0      1599
## 783      24 Quebec  Québec 2020-04-28     NA   25757       0      1682
## 798      24 Quebec  Québec 2020-04-29     NA   26594       0      1761
## 813      24 Quebec  Québec 2020-04-30     NA   27538       0      1859
## 828      24 Quebec  Québec 2020-05-01     NA   28648       0      2022
## 843      24 Quebec  Québec 2020-05-02     NA   29656       0      2136
## 858      24 Quebec  Québec 2020-05-03     NA   31865       0      2205
## 873      24 Quebec  Québec 2020-05-04     NA   32623       0      2280
## 888      24 Quebec  Québec 2020-05-05     NA   33417       0      2398
## 903      24 Quebec  Québec 2020-05-06     NA   34327       0      2510
## 918      24 Quebec  Québec 2020-05-07     NA   35238       0      2631
## 933      24 Quebec  Québec 2020-05-08     NA   36150       0      2725
## 948      24 Quebec  Québec 2020-05-09     NA   36986       0      2786
## 963      24 Quebec  Québec 2020-05-10     NA   37721       0      2928
## 978      24 Quebec  Québec 2020-05-11     NA   38469       0      3013
## 993      24 Quebec  Québec 2020-05-12     NA   39225       0      3131
## 1008     24 Quebec  Québec 2020-05-13     NA   39931       0      3220
## 1023     24 Quebec  Québec 2020-05-14     NA   40724       0      3351
## 1038     24 Quebec  Québec 2020-05-15     NA   41420       0      3401
## 1053     24 Quebec  Québec 2020-05-16     NA   42183       0      3483
## 1068     24 Quebec  Québec 2020-05-17     NA   42920       0      3562
## 1083     24 Quebec  Québec 2020-05-18     NA   43627       0      3596
## 1098     24 Quebec  Québec 2020-05-19     NA   44197       0      3647
## 1113     24 Quebec  Québec 2020-05-20     NA   44775       0      3718
## 1128     24 Quebec  Québec 2020-05-21     NA   45495       0      3800
## 1143     24 Quebec  Québec 2020-05-22     NA   46141       0      3865
## 1158     24 Quebec  Québec 2020-05-23     NA   46838       0      3940
## 1173     24 Quebec  Québec 2020-05-24     NA   47411       0      3984
## 1188     24 Quebec  Québec 2020-05-25     NA   47984       0      4069
## 1203     24 Quebec  Québec 2020-05-26     NA   48598       0      4139
## 1218     24 Quebec  Québec 2020-05-27     NA   49139       0      4228
## 1233     24 Quebec  Québec 2020-05-28     NA   49702       0      4302
## 1248     24 Quebec  Québec 2020-05-29     NA   50232       0      4363
## 1263     24 Quebec  Québec 2020-05-30     NA   50651       0      4439
## 1278     24 Quebec  Québec 2020-05-31     NA   51059       0      4641
## 1293     24 Quebec  Québec 2020-06-01     NA   51354       0      4661
## 1308     24 Quebec  Québec 2020-06-02     NA   51593       0      4713
## 1323     24 Quebec  Québec 2020-06-03     NA   51884       0      4794
## 1338     24 Quebec  Québec 2020-06-04     NA   52143       0      4885
## 1353     24 Quebec  Québec 2020-06-05     NA   52398       0      4935
## 1368     24 Quebec  Québec 2020-06-06     NA   52624       0      4970
## 1383     24 Quebec  Québec 2020-06-07     NA   52849       0      4978
## 1398     24 Quebec  Québec 2020-06-08     NA   53047       0      4984
## 1413     24 Quebec  Québec 2020-06-09     NA   53185       0      5029
## 1428     24 Quebec  Québec 2020-06-10     NA   53341       0      5081
## 1443     24 Quebec  Québec 2020-06-11     NA   53485       0      5105
## 1458     24 Quebec  Québec 2020-06-12     NA   53666       0      5148
## 1473     24 Quebec  Québec 2020-06-13     NA   53824       0      5195
## 1488     24 Quebec  Québec 2020-06-14     NA   53952       0      5222
## 1503     24 Quebec  Québec 2020-06-15     NA   54054       0      5242
## 1518     24 Quebec  Québec 2020-06-16     NA   54146       0      5269
## 1533     24 Quebec  Québec 2020-06-17     NA   54263       0      5298
## 1548     24 Quebec  Québec 2020-06-18     NA   54383       0      5340
## 1563     24 Quebec  Québec 2020-06-19     NA   54550       0      5375
## 1578     24 Quebec  Québec 2020-06-20     NA   54674       0      5408
## 1593     24 Quebec  Québec 2020-06-21     NA   54766       0      5417
## 1608     24 Quebec  Québec 2020-06-22     NA   54835       0      5417
## 1623     24 Quebec  Québec 2020-06-23     NA   54884       0      5424
## 1638     24 Quebec  Québec 2020-06-24     NA   54937       0      5441
## 1653     24 Quebec  Québec 2020-06-25     NA   55079       0      5448
## 1668     24 Quebec  Québec 2020-06-26     NA   55079       0      5448
## 1683     24 Quebec  Québec 2020-06-27     NA   55079       0      5448
## 1698     24 Quebec  Québec 2020-06-28     NA   55079       0      5448
## 1713     24 Quebec  Québec 2020-06-29     NA   55390       0      5485
## 1728     24 Quebec  Québec 2020-06-30     NA   55458       0      5503
## 1743     24 Quebec  Québec 2020-07-01     NA   55458       0      5503
## 1758     24 Quebec  Québec 2020-07-02     NA   55593       0      5541
## 1773     24 Quebec  Québec 2020-07-03     NA   55682       0      5560
## 1788     24 Quebec  Québec 2020-07-04     NA   55784       0      5566
## 1803     24 Quebec  Québec 2020-07-05     NA   55863       0      5574
## 1818     24 Quebec  Québec 2020-07-06     NA   55937       0      5577
## 1833     24 Quebec  Québec 2020-07-07     NA   55997       0      5590
## 1848     24 Quebec  Québec 2020-07-08     NA   56079       0      5603
## 1863     24 Quebec  Québec 2020-07-09     NA   56216       0      5609
## 1878     24 Quebec  Québec 2020-07-10     NA   56316       0      5612
## 1893     24 Quebec  Québec 2020-07-11     NA   56407       0      5620
## 1908     24 Quebec  Québec 2020-07-12     NA   56521       0      5627
## 1923     24 Quebec  Québec 2020-07-13     NA   56621       0      5628
## 1938     24 Quebec  Québec 2020-07-14     NA   56730       0      5633
## 1953     24 Quebec  Québec 2020-07-15     NA   56859       0      5636
## 1968     24 Quebec  Québec 2020-07-16     NA   57001       0      5646
## 1983     24 Quebec  Québec 2020-07-17     NA   57142       0      5647
## 1998     24 Quebec  Québec 2020-07-18     NA   57300       0      5654
## 2013     24 Quebec  Québec 2020-07-19     NA   57466       0      5655
## 2028     24 Quebec  Québec 2020-07-20     NA   57616       0      5657
## 2043     24 Quebec  Québec 2020-07-21     NA   57796       0      5658
## 2058     24 Quebec  Québec 2020-07-22     NA   57938       0      5662
## 2073     24 Quebec  Québec 2020-07-23     NA   58080       0      5662
## 2088     24 Quebec  Québec 2020-07-24     NA   58243       0      5663
## 2103     24 Quebec  Québec 2020-07-25     NA   58414       0      5666
## 2118     24 Quebec  Québec 2020-07-26     NA   58583       0      5667
## 2133     24 Quebec  Québec 2020-07-27     NA   58728       0      5667
## 2148     24 Quebec  Québec 2020-07-28     NA   58897       0      5670
## 2163     24 Quebec  Québec 2020-07-29     NA   59009       0      5672
## 2178     24 Quebec  Québec 2020-07-30     NA   59131       0      5673
## 2193     24 Quebec  Québec 2020-07-31     NA   59312       0      5674
## 2208     24 Quebec  Québec 2020-08-01     NA   59458       0      5678
## 2223     24 Quebec  Québec 2020-08-02     NA   59599       0      5681
## 2238     24 Quebec  Québec 2020-08-03     NA   59722       0      5683
## 2253     24 Quebec  Québec 2020-08-04     NA   59845       0      5685
## 2268     24 Quebec  Québec 2020-08-05     NA   60000       0      5687
## 2283     24 Quebec  Québec 2020-08-06     NA   60133       0      5687
## 2298     24 Quebec  Québec 2020-08-07     NA   60241       0      5687
## 2313     24 Quebec  Québec 2020-08-08     NA   60367       0      5692
## 2328     24 Quebec  Québec 2020-08-09     NA   60471       0      5695
## 2343     24 Quebec  Québec 2020-08-10     NA   60627       0      5696
## 2358     24 Quebec  Québec 2020-08-11     NA   60718       0      5697
## 2373     24 Quebec  Québec 2020-08-12     NA   60813       0      5709
## 2388     24 Quebec  Québec 2020-08-13     NA   60917       0      5715
## 2403     24 Quebec  Québec 2020-08-14     NA   61004       0      5718
## 2418     24 Quebec  Québec 2020-08-15     NA   61084       0      5719
## 2433     24 Quebec  Québec 2020-08-16     NA   61151       0      5720
## 2448     24 Quebec  Québec 2020-08-17     NA   61206       0      5721
## 2463     24 Quebec  Québec 2020-08-18     NA   61252       0      5727
## 2478     24 Quebec  Québec 2020-08-19     NA   61316       0      5729
## 2493     24 Quebec  Québec 2020-08-20     NA   61402       0      5730
## 2508     24 Quebec  Québec 2020-08-21     NA   61495       0      5733
## 2523     24 Quebec  Québec 2020-08-22     NA   61599       0      5739
## 2538     24 Quebec  Québec 2020-08-23     NA   61673       0      5740
## 2553     24 Quebec  Québec 2020-08-24     NA   61741       0      5744
## 2568     24 Quebec  Québec 2020-08-25     NA   61803       0      5746
## 2583     24 Quebec  Québec 2020-08-26     NA   61945       0      5747
## 2598     24 Quebec  Québec 2020-08-27     NA   62026       0      5750
## 2613     24 Quebec  Québec 2020-08-28     NA   62076       0      5755
## 2628     24 Quebec  Québec 2020-08-29     NA   62232       0      5755
## 2643     24 Quebec  Québec 2020-08-30     NA   62352       0      5758
## 2658     24 Quebec  Québec 2020-08-31     NA   62492       0      5760
## 2673     24 Quebec  Québec 2020-09-01     NA   62614       0      5762
## 2688     24 Quebec  Québec 2020-09-02     NA   62746       0      5764
## 2703     24 Quebec  Québec 2020-09-03     NA   62933       0      5767
## 2718     24 Quebec  Québec 2020-09-04     NA   63117       0      5767
## 2733     24 Quebec  Québec 2020-09-05     NA   63292       0      5769
## 2748     24 Quebec  Québec 2020-09-06     NA   63497       0      5769
## 2763     24 Quebec  Québec 2020-09-07     NA   63713       0      5770
## 2778     24 Quebec  Québec 2020-09-08     NA   63876       0      5770
## 2793     24 Quebec  Québec 2020-09-09     NA   64056       0      5771
## 2808     24 Quebec  Québec 2020-09-10     NA   64244       0      5773
## 2823     24 Quebec  Québec 2020-09-11     NA   64463       0      5774
## 2838     24 Quebec  Québec 2020-09-12     NA   64707       0      5780
## 2853     24 Quebec  Québec 2020-09-13     NA   64986       0      5780
## 2868     24 Quebec  Québec 2020-09-14     NA   65262       0      5780
## 2883     24 Quebec  Québec 2020-09-15     NA   65554       0      5785
## 2898     24 Quebec  Québec 2020-09-16     NA   65857       0      5788
## 2913     24 Quebec  Québec 2020-09-17     NA   66356       0      5791
## 2928     24 Quebec  Québec 2020-09-18     NA   66653       0      5792
## 2943     24 Quebec  Québec 2020-09-19     NA   67080       0      5797
## 2958     24 Quebec  Québec 2020-09-20     NA   67542       0      5802
## 2973     24 Quebec  Québec 2020-09-21     NA   68128       0      5804
## 2988     24 Quebec  Québec 2020-09-22     NA   68617       0      5805
## 3003     24 Quebec  Québec 2020-09-23     NA   69088       0      5809
## 3018     24 Quebec  Québec 2020-09-24     NA   69670       0      5810
## 3033     24 Quebec  Québec 2020-09-25     NA   70307       0      5814
## 3048     24 Quebec  Québec 2020-09-26     NA   71005       0      5821
## 3063     24 Quebec  Québec 2020-09-27     NA   71901       0      5825
## 3078     24 Quebec  Québec 2020-09-28     NA   72651       0      5826
## 3093     24 Quebec  Québec 2020-09-29     NA   73450       0      5833
## 3108     24 Quebec  Québec 2020-09-30     NA   74288       0      5834
## 3123     24 Quebec  Québec 2020-10-01     NA   75221       0      5850
## 3138     24 Quebec  Québec 2020-10-02     NA   76273       0      5857
## 3153     24 Quebec  Québec 2020-10-03     NA   77380       0      5867
## 3168     24 Quebec  Québec 2020-10-04     NA   78459       0      5878
## 3183     24 Quebec  Québec 2020-10-05     NA   79650       0      5884
## 3198     24 Quebec  Québec 2020-10-06     NA   81014       0      5899
## 3213     24 Quebec  Québec 2020-10-07     NA   81914       0      5906
## 3228     24 Quebec  Québec 2020-10-08     NA   82992       0      5915
## 3243     24 Quebec  Québec 2020-10-09     NA   84094       0      5936
## 3258     24 Quebec  Québec 2020-10-10     NA   85191       0      5950
## 3273     24 Quebec  Québec 2020-10-11     NA   86133       0      5953
## 3288     24 Quebec  Québec 2020-10-12     NA   86976       0      5965
## 3303     24 Quebec  Québec 2020-10-13     NA   87791       0      5970
## 3318     24 Quebec  Québec 2020-10-14     NA   88994       0      5977
## 3333     24 Quebec  Québec 2020-10-15     NA   89963       0      6005
## 3348     24 Quebec  Québec 2020-10-16     NA   91018       0      6018
## 3363     24 Quebec  Québec 2020-10-17     NA   92297       0      6032
## 3378     24 Quebec  Québec 2020-10-18     NA   93391       0      6038
## 3393     24 Quebec  Québec 2020-10-19     NA   94429       0      6044
## 3408     24 Quebec  Québec 2020-10-20     NA   95216       0      6055
## 3423     24 Quebec  Québec 2020-10-21     NA   96288       0      6074
## 3438     24 Quebec  Québec 2020-10-22     NA   97321       0      6094
## 3453     24 Quebec  Québec 2020-10-23     NA   98226       0      6106
## 3468     24 Quebec  Québec 2020-10-24     NA   99235       0      6132
## 3483     24 Quebec  Québec 2020-10-25     NA  100114       0      6143
## 3498     24 Quebec  Québec 2020-10-26     NA  100922       0      6153
## 3513     24 Quebec  Québec 2020-10-27     NA  101885       0      6172
## 3528     24 Quebec  Québec 2020-10-28     NA  102814       0      6189
## 3543     24 Quebec  Québec 2020-10-29     NA  103844       0      6214
## 3558     24 Quebec  Québec 2020-10-30     NA  104952       0      6231
## 3573     24 Quebec  Québec 2020-10-31     NA  106016       0      6246
## 3588     24 Quebec  Québec 2020-11-01     NA  106981       0      6272
## 3603     24 Quebec  Québec 2020-11-02     NA  108018       0      6283
## 3618     24 Quebec  Québec 2020-11-03     NA  108889       0      6317
## 3633     24 Quebec  Québec 2020-11-04     NA  109918       0      6350
## 3648     24 Quebec  Québec 2020-11-05     NA  111056       0      6378
## 3663     24 Quebec  Québec 2020-11-06     NA  112189       0      6403
## 3678     24 Quebec  Québec 2020-11-07     NA  113423       0      6431
## 3693     24 Quebec  Québec 2020-11-08     NA  114820       0      6440
## 3708     24 Quebec  Québec 2020-11-09     NA  115989       0      6455
## 3723     24 Quebec  Québec 2020-11-10     NA  117151       0      6493
## 3738     24 Quebec  Québec 2020-11-11     NA  118529       0      6515
## 3753     24 Quebec  Québec 2020-11-12     NA  119894       0      6557
## 3768     24 Quebec  Québec 2020-11-13     NA  121195       0      6586
## 3783     24 Quebec  Québec 2020-11-14     NA  122643       0      6611
## 3798     24 Quebec  Québec 2020-11-15     NA  123854       0      6626
## 3813     24 Quebec  Québec 2020-11-16     NA  125072       0      6651
## 3828     24 Quebec  Québec 2020-11-17     NA  126054       0      6675
## 3843     24 Quebec  Québec 2020-11-18     NA  127233       0      6710
## 3858     24 Quebec  Québec 2020-11-19     NA  128440       0      6744
## 3873     24 Quebec  Québec 2020-11-20     NA  129699       0      6774
## 3888     24 Quebec  Québec 2020-11-21     NA  130888       0      6806
## 3903     24 Quebec  Québec 2020-11-22     NA  132042       0      6829
## 3918     24 Quebec  Québec 2020-11-23     NA  133206       0      6842
## 3933     24 Quebec  Québec 2020-11-24     NA  134330       0      6887
## 3948     24 Quebec  Québec 2020-11-25     NA  135430       0      6915
## 3963     24 Quebec  Québec 2020-11-26     NA  136894       0      6947
## 3978     24 Quebec  Québec 2020-11-27     NA  138163       0      6984
## 3993     24 Quebec  Québec 2020-11-28     NA  139643       0      7021
## 4008     24 Quebec  Québec 2020-11-29     NA  141038       0      7033
## 4023     24 Quebec  Québec 2020-11-30     NA  142371       0      7056
## 4038     24 Quebec  Québec 2020-12-01     NA  143548       0      7084
## 4053     24 Quebec  Québec 2020-12-02     NA  145062       0      7125
## 4068     24 Quebec  Québec 2020-12-03     NA  146532       0      7155
## 4083     24 Quebec  Québec 2020-12-04     NA  147877       0      7183
## 4098     24 Quebec  Québec 2020-12-05     NA  149908       0      7231
## 4113     24 Quebec  Québec 2020-12-06     NA  151599       0      7255
## 4128     24 Quebec  Québec 2020-12-07     NA  153176       0      7277
## 4143     24 Quebec  Québec 2020-12-08     NA  154740       0      7313
## 4158     24 Quebec  Québec 2020-12-09     NA  156468       0      7349
## 4173     24 Quebec  Québec 2020-12-10     NA  158310       0      7382
## 4188     24 Quebec  Québec 2020-12-11     NA  160023       0      7435
## 4203     24 Quebec  Québec 2020-12-12     NA  161921       0      7475
## 4218     24 Quebec  Québec 2020-12-13     NA  163915       0      7508
## 4233     24 Quebec  Québec 2020-12-14     NA  165535       0      7533
## 4248     24 Quebec  Québec 2020-12-15     NA  167276       0      7571
## 4263     24 Quebec  Québec 2020-12-16     NA  169173       0      7613
## 4278     24 Quebec  Québec 2020-12-17     NA  171028       0      7635
## 4293     24 Quebec  Québec 2020-12-18     NA  172801       0      7671
## 4308     24 Quebec  Québec 2020-12-19     NA  174839       0      7715
## 4323     24 Quebec  Québec 2020-12-20     NA  176985       0      7736
## 4338     24 Quebec  Québec 2020-12-21     NA  179093       0      7766
## 4353     24 Quebec  Québec 2020-12-22     NA  181276       0      7794
## 4368     24 Quebec  Québec 2020-12-23     NA  183523       0      7867
## 4383     24 Quebec  Québec 2020-12-24      1  185872       0      7913
## 4398     24 Quebec  Québec 2020-12-25      0  185872       0      7913
## 4413     24 Quebec  Québec 2020-12-26      1  190364       0      8011
## 4428     24 Quebec  Québec 2020-12-27      1  192655       0      8023
## 4443     24 Quebec  Québec 2020-12-28      1  194930       0      8060
## 4458     24 Quebec  Québec 2020-12-29      1  197311       0      8124
## 4473     24 Quebec  Québec 2020-12-30      1  199822       0      8165
## 4488     24 Quebec  Québec 2020-12-31      1  202641       0      8226
## 4503     24 Quebec  Québec 2021-01-01      1  205449       0      8311
## 4518     24 Quebec  Québec 2021-01-02      1  207435       0      8336
## 4533     24 Quebec  Québec 2021-01-03      1  210304       0      8347
## 4548     24 Quebec  Québec 2021-01-04      1  212850       0      8379
## 4563     24 Quebec  Québec 2021-01-05      1  215358       0      8441
## 4578     24 Quebec  Québec 2021-01-06      1  217999       0      8488
## 4593     24 Quebec  Québec 2021-01-07      1  220518       0      8561
## 4608     24 Quebec  Québec 2021-01-08      1  223106       0      8606
## 4623     24 Quebec  Québec 2021-01-09      1  226233       0      8647
## 4638     24 Quebec  Québec 2021-01-10      1  228821       0      8686
## 4653     24 Quebec  Québec 2021-01-11      1  230690       0      8735
## 4668     24 Quebec  Québec 2021-01-12      1  232624       0      8780
## 4683     24 Quebec  Québec 2021-01-13      1  234695       0      8814
## 4698     24 Quebec  Québec 2021-01-14      1  236827       0      8876
## 4713     24 Quebec  Québec 2021-01-15      1  238745       0      8938
## 4728     24 Quebec  Québec 2021-01-16      1  240970       0      9005
## 4743     24 Quebec  Québec 2021-01-17      1  242914       0      9055
## 4758     24 Quebec  Québec 2021-01-18      1  244348       0      9087
## 4773     24 Quebec  Québec 2021-01-19      1  245734       0      9142
## 4788     24 Quebec  Québec 2021-01-20      1  247236       0      9208
## 4803     24 Quebec  Québec 2021-01-21      1  248860       0      9273
## 4818     24 Quebec  Québec 2021-01-22      1  250491       0      9361
## 4833     24 Quebec  Québec 2021-01-23      1  252176       0      9437
## 4848     24 Quebec  Québec 2021-01-24      1  253633       0      9478
## 4863     24 Quebec  Québec 2021-01-25      1  254836       0      9521
## 4878     24 Quebec  Québec 2021-01-26      1  256002       0      9577
## 4893     24 Quebec  Québec 2021-01-27      1  257330       0      9630
## 4908     24 Quebec  Québec 2021-01-28      1  258698       0      9667
## 4923     24 Quebec  Québec 2021-01-29      1  259993       0      9717
## 4938     24 Quebec  Québec 2021-01-30      1  261360       0      9763
## 4953     24 Quebec  Québec 2021-01-31      1  262583       0      9794
## 4968     24 Quebec  Québec 2021-02-01      1  263473       0      9826
## 4983     24 Quebec  Québec 2021-02-02      1  264526       0      9862
## 4998     24 Quebec  Québec 2021-02-03      1  265579       0      9899
## 5013     24 Quebec  Québec 2021-02-04      1  266672       0      9941
## 5028     24 Quebec  Québec 2021-02-05      1  267773       0      9973
## 5043     24 Quebec  Québec 2021-02-06      1  268977       0      9999
## 5058     24 Quebec  Québec 2021-02-07      1  270058       0     10031
## 5073     24 Quebec  Québec 2021-02-08      1  270911       0     10046
## 5088     24 Quebec  Québec 2021-02-09      1  271737       0     10078
## 5103     24 Quebec  Québec 2021-02-10      1  272726       0     10112
## 5118     24 Quebec  Québec 2021-02-11      1  273847       0     10149
## 5133     24 Quebec  Québec 2021-02-12      1  274831       0     10173
## 5148     24 Quebec  Québec 2021-02-13      1  275880       0     10201
## 5163     24 Quebec  Québec 2021-02-14      1  276790       0     10213
## 5178     24 Quebec  Québec 2021-02-15      1  277518       0     10226
## 5193     24 Quebec  Québec 2021-02-16      1  278187       0     10244
## 5208     24 Quebec  Québec 2021-02-17      1  278987       0     10254
## 5223     24 Quebec  Québec 2021-02-18      1  279887       0     10264
## 5238     24 Quebec  Québec 2021-02-19      1  280687       0     10278
## 5253     24 Quebec  Québec 2021-02-20      1  281456       0     10292
## 5268     24 Quebec  Québec 2021-02-21      1  282122       0     10307
## 5283     24 Quebec  Québec 2021-02-22      1  282927       0     10317
## 5298     24 Quebec  Québec 2021-02-23      1  283666       0     10329
## 5313     24 Quebec  Québec 2021-02-24      1  284472       0     10345
## 5328     24 Quebec  Québec 2021-02-25      1  285330       0     10361
## 5343     24 Quebec  Québec 2021-02-26      1  286145       0     10372
## 5358     24 Quebec  Québec 2021-02-27      1  287003       0     10384
## 5373     24 Quebec  Québec 2021-02-28      1  287740       0     10393
## 5388     24 Quebec  Québec 2021-03-01      1  288353       0     10402
## 5403     24 Quebec  Québec 2021-03-02      1  288941       0     10411
## 5418     24 Quebec  Québec 2021-03-03      1  289670       0     10425
## 5433     24 Quebec  Québec 2021-03-04      1  290377       0     10445
## 5448     24 Quebec  Québec 2021-03-05      1  291175       0     10455
## 5463     24 Quebec  Québec 2021-03-06      1  291924       0     10465
## 5478     24 Quebec  Québec 2021-03-07      1  292631       0     10472
## 5493     24 Quebec  Québec 2021-03-08      1  293210       0     10481
## 5508     24 Quebec  Québec 2021-03-09      1  293860       0     10493
## 5523     24 Quebec  Québec 2021-03-10      1  294652       0     10503
## 5538     24 Quebec  Québec 2021-03-11      1  295390       0     10517
## 5553     24 Quebec  Québec 2021-03-12      1  296129       0     10524
## 5568     24 Quebec  Québec 2021-03-13      1  296918       0     10535
## 5583     24 Quebec  Québec 2021-03-14      1  297592       0     10540
## 5598     24 Quebec  Québec 2021-03-15      1  298186       0     10550
## 5613     24 Quebec  Québec 2021-03-16      1  298747       0     10557
## 5628     24 Quebec  Québec 2021-03-17      1  299450       0     10569
## 5643     24 Quebec  Québec 2021-03-18      1  300152       0     10576
## 5658     24 Quebec  Québec 2021-03-19     NA  300916       0     10587
## 5673     24 Quebec  Québec 2021-03-20      1  301691       0     10594
## 5688     24 Quebec  Québec 2021-03-21      1  302339       0     10599
## 5703     24 Quebec  Québec 2021-03-22      1  303051       0     10614
## 5718     24 Quebec  Québec 2021-03-23      1  303707       0     10618
## 5733     24 Quebec  Québec 2021-03-24      1  304490       0     10626
## 5748     24 Quebec  Québec 2021-03-25      1  305435       0     10630
## 5763     24 Quebec  Québec 2021-03-26      1  306385       0     10637
## 5778     24 Quebec  Québec 2021-03-27      1  307394       0     10645
## 5793     24 Quebec  Québec 2021-03-28      1  308311       0     10646
## 5808     24 Quebec  Québec 2021-03-29      1  309202       0     10651
## 5823     24 Quebec  Québec 2021-03-30      1  310066       0     10658
## 5838     24 Quebec  Québec 2021-03-31      1  311091       0     10667
## 5853     24 Quebec  Québec 2021-04-01      1  312362       0     10676
## 5868     24 Quebec  Québec 2021-04-02      1  313676       0     10681
## 5883     24 Quebec  Québec 2021-04-03      1  314958       0     10684
## 5898     24 Quebec  Québec 2021-04-04      1  316112       0     10693
## 5913     24 Quebec  Québec 2021-04-05      1  317364       0     10697
## 5928     24 Quebec  Québec 2021-04-06      1  318532       0     10701
## 5943     24 Quebec  Québec 2021-04-07      1  319802       0     10709
## 5958     24 Quebec  Québec 2021-04-08      1  321411       0     10718
## 5973     24 Quebec  Québec 2021-04-09      1  323094       0     10724
## 5988     24 Quebec  Québec 2021-04-10      1  324848       0     10737
## 6003     24 Quebec  Québec 2021-04-11      1  326383       0     10742
## 6018     24 Quebec  Québec 2021-04-12      1  327982       0     10744
## 6033     24 Quebec  Québec 2021-04-13      1  329472       0     10756
## 6048     24 Quebec  Québec 2021-04-14      1  331031       0     10763
## 6063     24 Quebec  Québec 2021-04-15      1  332544       0     10778
## 6078     24 Quebec  Québec 2021-04-16      1  334071       0     10785
## 6093     24 Quebec  Québec 2021-04-17      1  335608       0     10793
## 6108     24 Quebec  Québec 2021-04-18      1  336952       0     10801
## 6123     24 Quebec  Québec 2021-04-19      1  338044       0     10816
## 6138     24 Quebec  Québec 2021-04-20      1  339180       0     10832
## 6153     24 Quebec  Québec 2021-04-21      1  340397       0     10838
## 6168     24 Quebec  Québec 2021-04-22      1  341645       0     10845
## 6183     24 Quebec  Québec 2021-04-23      1  342688       0     10856
## 6198     24 Quebec  Québec 2021-04-24      1  343794       0     10869
## 6213     24 Quebec  Québec 2021-04-25      1  344808       0     10878
## 6228     24 Quebec  Québec 2021-04-26      1  345697       0     10886
## 6243     24 Quebec  Québec 2021-04-27      1  346596       0     10896
## 6258     24 Quebec  Québec 2021-04-28      1  347690       0     10903
## 6273     24 Quebec  Québec 2021-04-29      1  348732       0     10913
## 6288     24 Quebec  Québec 2021-04-30      1  349773       0     10926
## 6303     24 Quebec  Québec 2021-05-01      1  350874       0     10933
## 6318     24 Quebec  Québec 2021-05-02      1  351880      NA     10942
## 6333     24 Quebec  Québec 2021-05-03      1  352678      NA     10943
## 6348     24 Quebec  Québec 2021-05-04      1  353475      NA     10959
## 6363     24 Quebec  Québec 2021-05-05      1  354390      NA     10964
## 6378     24 Quebec  Québec 2021-05-06      1  355297      NA     10969
## 6393     24 Quebec  Québec 2021-05-07      1  356216      NA     10974
## 6408     24 Quebec  Québec 2021-05-08      1  357174      NA     10981
## 6423     24 Quebec  Québec 2021-05-09      1  358134      NA     10987
## 6438     24 Quebec  Québec 2021-05-10      1  358796      NA     10993
## 6453     24 Quebec  Québec 2021-05-11      1  359456      NA     11001
## 6468     24 Quebec  Québec 2021-05-12      1  360201      NA     11012
## 6483     24 Quebec  Québec 2021-05-13      1  360982      NA     11017
## 6498     24 Quebec  Québec 2021-05-14      1  361820      NA     11024
## 6513     24 Quebec  Québec 2021-05-15      1  362580      NA     11032
## 6528     24 Quebec  Québec 2021-05-16      1  363296      NA     11034
## 6543     24 Quebec  Québec 2021-05-17      1  363847      NA     11041
## 6558     24 Quebec  Québec 2021-05-18      1  364396      NA     11050
## 6573     24 Quebec  Québec 2021-05-19      1  364980      NA     11058
## 6588     24 Quebec  Québec 2021-05-20      1  365642      NA     11066
## 6603     24 Quebec  Québec 2021-05-21      1  366394      NA     11075
## 6618     24 Quebec  Québec 2021-05-22      1  366899      NA     11081
## 6633     24 Quebec  Québec 2021-05-23      1  367376      NA     11084
## 6648     24 Quebec  Québec 2021-05-24      1  367809      NA     11095
## 6663     24 Quebec  Québec 2021-05-25      1  368155      NA     11101
## 6678     24 Quebec  Québec 2021-05-26      1  368463      NA     11105
## 6693     24 Quebec  Québec 2021-05-27      1  368899      NA     11114
## 6708     24 Quebec  Québec 2021-05-28      1  369318      NA     11118
## 6723     24 Quebec  Québec 2021-05-29      1  369728      NA     11125
## 6738     24 Quebec  Québec 2021-05-30      1  370043      NA     11127
## 6753     24 Quebec  Québec 2021-05-31      1  370319      NA     11128
## 6768     24 Quebec  Québec 2021-06-01      1  370527      NA     11133
## 6783     24 Quebec  Québec 2021-06-02      1  370815      NA     11138
## 6798     24 Quebec  Québec 2021-06-03      1  371082      NA     11144
## 6813     24 Quebec  Québec 2021-06-04      1  371361      NA     11146
## 6828     24 Quebec  Québec 2021-06-05      1  371588      NA     11149
## 6843     24 Quebec  Québec 2021-06-06      1  371767      NA     11149
## 6858     24 Quebec  Québec 2021-06-07      1  371960      NA     11152
## 6873     24 Quebec  Québec 2021-06-08      1  372109      NA     11156
## 6888     24 Quebec  Québec 2021-06-09      1  372287      NA     11164
## 6903     24 Quebec  Québec 2021-06-10      1  372476      NA     11166
## 6918     24 Quebec  Québec 2021-06-11      1  372656      NA     11167
## 6933     24 Quebec  Québec 2021-06-12      1  372838      NA     11170
## 6948     24 Quebec  Québec 2021-06-13      1  372989      NA     11171
## 6963     24 Quebec  Québec 2021-06-14      1  373112      NA     11171
## 6978     24 Quebec  Québec 2021-06-15      1  373217      NA     11176
## 6993     24 Quebec  Québec 2021-06-16      1  373370      NA     11177
## 7008     24 Quebec  Québec 2021-06-17      1  373531      NA     11178
## 7023     24 Quebec  Québec 2021-06-18      1  373658      NA     11180
## 7038     24 Quebec  Québec 2021-06-19      1  373818      NA     11189
## 7053     24 Quebec  Québec 2021-06-20      1  373921      NA     11191
## 7068     24 Quebec  Québec 2021-06-21      1  374011      NA     11191
## 7083     24 Quebec  Québec 2021-06-22      1  374095      NA     11195
## 7098     24 Quebec  Québec 2021-06-23      1  374222      NA     11198
## 7113     24 Quebec  Québec 2021-06-24      1  374318      NA     11202
## 7128     24 Quebec  Québec 2021-06-25      1  374406      NA     11202
## 7143     24 Quebec  Québec 2021-06-26      0  374406      NA     11202
## 7158     24 Quebec  Québec 2021-06-27      0  374406      NA     11202
## 7173     24 Quebec  Québec 2021-06-28      1  374660      NA     11203
## 7188     24 Quebec  Québec 2021-06-29      1  374731      NA     11207
## 7203     24 Quebec  Québec 2021-06-30      1  374857      NA     11210
## 7218     24 Quebec  Québec 2021-07-01      0  374950      NA     11214
## 7233     24 Quebec  Québec 2021-07-02      1  375019      NA     11217
## 7248     24 Quebec  Québec 2021-07-03      0  375019      NA     11217
## 7263     24 Quebec  Québec 2021-07-04      0  375146      NA     11217
## 7278     24 Quebec  Québec 2021-07-05      1  375195      NA     11218
## 7293     24 Quebec  Québec 2021-07-06      1  375262      NA     11218
## 7308     24 Quebec  Québec 2021-07-07      1  375365      NA     11219
## 7323     24 Quebec  Québec 2021-07-08      1  375429      NA     11229
## 7338     24 Quebec  Québec 2021-07-09      1  375716      NA     11230
## 7353     24 Quebec  Québec 2021-07-10      0  375716      NA     11230
## 7368     24 Quebec  Québec 2021-07-11      0  375863      NA     11231
## 7383     24 Quebec  Québec 2021-07-12      1  375915      NA     11231
## 7398     24 Quebec  Québec 2021-07-13      1  375969      NA     11231
## 7413     24 Quebec  Québec 2021-07-14      1  376044      NA     11231
## 7428     24 Quebec  Québec 2021-07-15      1  376109      NA     11232
## 7443     24 Quebec  Québec 2021-07-16      1  376192      NA     11235
## 7458     24 Quebec  Québec 2021-07-17      0  376192      NA     11235
## 7473     24 Quebec  Québec 2021-07-18      0  376330      NA     11235
## 7488     24 Quebec  Québec 2021-07-19      1  376330      NA     11235
## 7503     24 Quebec  Québec 2021-07-20      1  376330      NA     11235
## 7518     24 Quebec  Québec 2021-07-21      1  376330      NA     11235
## 7533     24 Quebec  Québec 2021-07-22      1  376429      NA     11238
## 7548     24 Quebec  Québec 2021-07-23      1  376530      NA     11239
## 7563     24 Quebec  Québec 2021-07-24      0  376530      NA     11239
## 7578     24 Quebec  Québec 2021-07-25      0  376753      NA     11239
## 7593     24 Quebec  Québec 2021-07-26      1  376828      NA     11240
## 7608     24 Quebec  Québec 2021-07-27      1  376901      NA     11240
## 7623     24 Quebec  Québec 2021-07-28      1  377034      NA     11240
## 7638     24 Quebec  Québec 2021-07-29      1  377172      NA     11240
## 7653     24 Quebec  Québec 2021-07-30      1  377297      NA     11240
## 7668     24 Quebec  Québec 2021-07-31      1  377297      NA     11240
## 7683     24 Quebec  Québec 2021-08-01      1  377644      NA     11240
## 7698     24 Quebec  Québec 2021-08-02      1  377798      NA     11240
## 7713     24 Quebec  Québec 2021-08-03      1  377973      NA     11240
## 7728     24 Quebec  Québec 2021-08-04      1  378157      NA     11240
## 7743     24 Quebec  Québec 2021-08-05      1  378462      NA     11240
## 7758     24 Quebec  Québec 2021-08-06      1  378680      NA     11241
## 7773     24 Quebec  Québec 2021-08-07      0  378680      NA     11241
## 7788     24 Quebec  Québec 2021-08-08      0  379189      NA     11241
## 7803     24 Quebec  Québec 2021-08-09      1  379439      NA     11241
## 7818     24 Quebec  Québec 2021-08-10      1  379673      NA     11241
## 7833     24 Quebec  Québec 2021-08-11      1  380038      NA     11241
## 7848     24 Quebec  Québec 2021-08-12      1  380407      NA     11241
## 7863     24 Quebec  Québec 2021-08-13      1  380833      NA     11241
## 7878     24 Quebec  Québec 2021-08-14      1  381266      NA     11242
## 7893     24 Quebec  Québec 2021-08-15      1  381587      NA     11242
## 7908     24 Quebec  Québec 2021-08-16      1  381996      NA     11242
## 7923     24 Quebec  Québec 2021-08-17      1  382319      NA     11242
## 7938     24 Quebec  Québec 2021-08-18      1  382755      NA     11277
## 7953     24 Quebec  Québec 2021-08-19      1  383191      NA     11277
## 7968     24 Quebec  Québec 2021-08-20      1  383718      NA     11279
## 7983     24 Quebec  Québec 2021-08-21      0  384281      NA     11279
## 7998     24 Quebec  Québec 2021-08-22      1  384744      NA     11280
## 8013     24 Quebec  Québec 2021-08-23      1  385120      NA     11280
## 8028     24 Quebec  Québec 2021-08-24      1  385465      NA     11283
## 8043     24 Quebec  Québec 2021-08-25      1  386015      NA     11284
## 8058     24 Quebec  Québec 2021-08-26      1  386618      NA     11285
## 8073     24 Quebec  Québec 2021-08-27      1  387230      NA     11285
## 8088     24 Quebec  Québec 2021-08-28      1  387834      NA     11285
## 8103     24 Quebec  Québec 2021-08-29      1  388413      NA     11285
## 8118     24 Quebec  Québec 2021-08-30      1  388799      NA     11285
## 8133     24 Quebec  Québec 2021-08-31      1  389224      NA     11286
## 8148     24 Quebec  Québec 2021-09-01      1  389914      NA     11288
## 8163     24 Quebec  Québec 2021-09-02      1  390613      NA     11289
## 8178     24 Quebec  Québec 2021-09-03      1  391363      NA     11291
## 8193     24 Quebec  Québec 2021-09-04      1  392029      NA     11293
## 8208     24 Quebec  Québec 2021-09-05      1  392807      NA     11293
## 8223     24 Quebec  Québec 2021-09-06      1  393337      NA     11293
## 8238     24 Quebec  Québec 2021-09-07      1  393852      NA     11293
## 8253     24 Quebec  Québec 2021-09-08      1  394452      NA     11296
## 8268     24 Quebec  Québec 2021-09-09      1  395155      NA     11297
## 8283     24 Quebec  Québec 2021-09-10      1  396034      NA     11301
## 8298     24 Quebec  Québec 2021-09-11      1  397029      NA     11304
## 8313     24 Quebec  Québec 2021-09-12      1  397786      NA     11304
## 8328     24 Quebec  Québec 2021-09-13      1  398425      NA     11305
## 8343     24 Quebec  Québec 2021-09-14      1  399058      NA     11312
## 8358     24 Quebec  Québec 2021-09-15      1  399843      NA     11313
## 8373     24 Quebec  Québec 2021-09-16      1  400625      NA     11315
## 8388     24 Quebec  Québec 2021-09-17      1  401462      NA     11318
## 8403     24 Quebec  Québec 2021-09-18      1  402283      NA     11321
## 8418     24 Quebec  Québec 2021-09-19      1  403025      NA     11325
## 8433     24 Quebec  Québec 2021-09-20      1  403704      NA     11326
## 8448     24 Quebec  Québec 2021-09-21      1  404291      NA     11335
## 8463     24 Quebec  Québec 2021-09-22      1  404974      NA     11340
## 8478     24 Quebec  Québec 2021-09-23      1  405728      NA     11347
## 8493     24 Quebec  Québec 2021-09-24      1  406429      NA     11349
## 8508     24 Quebec  Québec 2021-09-25      1  407224      NA     11354
## 8523     24 Quebec  Québec 2021-09-26      1  407943      NA     11356
## 8538     24 Quebec  Québec 2021-09-27      1  408462      NA     11356
## 8553     24 Quebec  Québec 2021-09-28      1  408931      NA     11362
## 8568     24 Quebec  Québec 2021-09-29      1  409525      NA     11369
## 8583     24 Quebec  Québec 2021-09-30      0  410180      NA     11371
## 8598     24 Quebec  Québec 2021-10-01      1  410823      NA     11377
## 8613     24 Quebec  Québec 2021-10-02      1  411463      NA     11382
## 8628     24 Quebec  Québec 2021-10-03      1  411962      NA     11383
## 8643     24 Quebec  Québec 2021-10-04      1  412364      NA     11389
## 8658     24 Quebec  Québec 2021-10-05      1  412800      NA     11397
## 8673     24 Quebec  Québec 2021-10-06      1  413306      NA     11400
## 8688     24 Quebec  Québec 2021-10-07      1  413930      NA     11405
## 8703     24 Quebec  Québec 2021-10-08      1  414573      NA     11410
## 8718     24 Quebec  Québec 2021-10-09      0  415175      NA     11412
## 8733     24 Quebec  Québec 2021-10-10      0  415787      NA     11415
## 8748     24 Quebec  Québec 2021-10-11      0  416267      NA     11420
## 8763     24 Quebec  Québec 2021-10-12      1  416676      NA     11422
## 8778     24 Quebec  Québec 2021-10-13      1  417188      NA     11429
## 8793     24 Quebec  Québec 2021-10-14      1  417832      NA     11431
## 8808     24 Quebec  Québec 2021-10-15      1  418508      NA     11437
## 8823     24 Quebec  Québec 2021-10-16      0  419187      NA     11440
## 8838     24 Quebec  Québec 2021-10-17      0  419719      NA     11444
## 8853     24 Quebec  Québec 2021-10-18      1  420129      NA     11449
## 8868     24 Quebec  Québec 2021-10-19      1  420471      NA     11453
## 8883     24 Quebec  Québec 2021-10-20      1  420929      NA     11455
## 8898     24 Quebec  Québec 2021-10-21      1  421357      NA     11458
## 8913     24 Quebec  Québec 2021-10-22      1  421791      NA     11466
## 8928     24 Quebec  Québec 2021-10-23      0  422242      NA     11470
## 8943     24 Quebec  Québec 2021-10-24      0  422671      NA     11472
## 8958     24 Quebec  Québec 2021-10-25      1  422995      NA     11477
## 8973     24 Quebec  Québec 2021-10-26      1  423335      NA     11481
## 8988     24 Quebec  Québec 2021-10-27      1  423813      NA     11485
## 9003     24 Quebec  Québec 2021-10-28      1  424291      NA     11490
## 9018     24 Quebec  Québec 2021-10-29      1  424802      NA     11491
## 9033     24 Quebec  Québec 2021-10-30      0  425393      NA     11493
## 9048     24 Quebec  Québec 2021-10-31      0  425960      NA     11494
## 9063     24 Quebec  Québec 2021-11-01      1  426457      NA     11496
## 9078     24 Quebec  Québec 2021-11-02      1  426947      NA     11502
## 9093     24 Quebec  Québec 2021-11-03      1  427472      NA     11510
## 9108     24 Quebec  Québec 2021-11-04      1  428060      NA     11510
## 9123     24 Quebec  Québec 2021-11-05      1  428631      NA     11511
## 9138     24 Quebec  Québec 2021-11-06      0  429319      NA     11515
## 9153     24 Quebec  Québec 2021-11-07      0  429864      NA     11518
## 9168     24 Quebec  Québec 2021-11-08      1  430395      NA     11522
## 9183     24 Quebec  Québec 2021-11-09      1  430940      NA     11528
## 9198     24 Quebec  Québec 2021-11-10      1  431612      NA     11529
## 9213     24 Quebec  Québec 2021-11-11      1  432275      NA     11533
## 9228     24 Quebec  Québec 2021-11-12      1  432991      NA     11535
## 9243     24 Quebec  Québec 2021-11-13      0  433706      NA     11541
## 9258     24 Quebec  Québec 2021-11-14      0  434340      NA     11545
## 9273     24 Quebec  Québec 2021-11-15      1  434849      NA     11546
## 9288     24 Quebec  Québec 2021-11-16      1  435366      NA     11548
## 9303     24 Quebec  Québec 2021-11-17      1  436084      NA     11548
## 9318     24 Quebec  Québec 2021-11-18      1  436804      NA     11550
## 9333     24 Quebec  Québec 2021-11-19      1  437549      NA     11552
## 9348     24 Quebec  Québec 2021-11-20      0  438364      NA     11555
## 9363     24 Quebec  Québec 2021-11-21      0  439071      NA     11558
## 9378     24 Quebec  Québec 2021-11-22      1  439763      NA     11560
## 9393     24 Quebec  Québec 2021-11-23      1  440462      NA     11565
## 9408     24 Quebec  Québec 2021-11-24      1  441344      NA     11566
## 9423     24 Quebec  Québec 2021-11-25      1  442246      NA     11571
## 9438     24 Quebec  Québec 2021-11-26      1  444585      NA     11571
## 9453     24 Quebec  Québec 2021-11-27      0  445756      NA     11574
## 9468     24 Quebec  Québec 2021-11-28      0  446631      NA     11574
## 9483     24 Quebec  Québec 2021-11-29      1  447387      NA     11576
## 9498     24 Quebec  Québec 2021-11-30      1  448171      NA     11579
## 9513     24 Quebec  Québec 2021-12-01      1  449367      NA     11581
## 9528     24 Quebec  Québec 2021-12-02      1  450513      NA     11583
## 9543     24 Quebec  Québec 2021-12-03      1  451868      NA     11585
## 9558     24 Quebec  Québec 2021-12-04      0  453380      NA     11586
## 9573     24 Quebec  Québec 2021-12-05      0  454636      NA     11587
## 9588     24 Quebec  Québec 2021-12-06      1  455825      NA     11589
## 9603     24 Quebec  Québec 2021-12-07      1  457059      NA     11594
## 9618     24 Quebec  Québec 2021-12-08      1  458426      NA     11596
## 9633     24 Quebec  Québec 2021-12-09      1  460233      NA     11597
## 9648     24 Quebec  Québec 2021-12-10      1  462246      NA     11603
## 9663     24 Quebec  Québec 2021-12-11      0  464228      NA     11607
## 9678     24 Quebec  Québec 2021-12-12      0  465981      NA     11608
## 9693     24 Quebec  Québec 2021-12-13      1  467609      NA     11611
## 9708     24 Quebec  Québec 2021-12-14      1  469356      NA     11618
## 9723     24 Quebec  Québec 2021-12-15      1  471742      NA     11622
## 9738     24 Quebec  Québec 2021-12-16      1  474478      NA     11627
## 9753     24 Quebec  Québec 2021-12-17      1  478246      NA     11634
## 9768     24 Quebec  Québec 2021-12-18      0  481877      NA     11636
## 9783     24 Quebec  Québec 2021-12-19      0  485723      NA     11639
## 9798     24 Quebec  Québec 2021-12-20      1  490294      NA     11642
## 9813     24 Quebec  Québec 2021-12-21      1  495337      NA     11650
## 9828     24 Quebec  Québec 2021-12-22      1  501698      NA     11652
## 9843     24 Quebec  Québec 2021-12-23      1  511095      NA     11658
## 9858     24 Quebec  Québec 2021-12-24      0  511095      NA     11658
## 9873     24 Quebec  Québec 2021-12-25      0  511095      NA     11658
## 9888     24 Quebec  Québec 2021-12-26      0  511095      NA     11658
## 9903     24 Quebec  Québec 2021-12-27      1  546437      NA     11677
## 9918     24 Quebec  Québec 2021-12-28      1  559270      NA     11692
## 9933     24 Quebec  Québec 2021-12-29      1  572419      NA     11702
## 9948     24 Quebec  Québec 2021-12-30      1  586607      NA     11711
## 9963     24 Quebec  Québec 2021-12-31      1  603068      NA     11724
## 9978     24 Quebec  Québec 2022-01-01      1  620190      NA     11732
## 9993     24 Quebec  Québec 2022-01-02      1  636035      NA     11745
## 10008    24 Quebec  Québec 2022-01-03      1  651328      NA     11760
## 10023    24 Quebec  Québec 2022-01-04      1  665822      NA     11781
## 10038    24 Quebec  Québec 2022-01-05      1  680308      NA     11820
## 10053    24 Quebec  Québec 2022-01-06      1  696182      NA     11846
## 10068    24 Quebec  Québec 2022-01-07      1  712358      NA     11873
## 10083    24 Quebec  Québec 2022-01-08      1  728286      NA     11917
## 10098    24 Quebec  Québec 2022-01-09      1  739293      NA     11940
## 10113    24 Quebec  Québec 2022-01-10      1  749866      NA     11966
## 10128    24 Quebec  Québec 2022-01-11      1  758576      NA     12028
## 10143    24 Quebec  Québec 2022-01-12      1  766927      NA     12080
## 10158    24 Quebec  Québec 2022-01-13      1  775720      NA     12125
## 10173    24 Quebec  Québec 2022-01-14      1  783102      NA     12193
## 10188    24 Quebec  Québec 2022-01-15      1  789807      NA     12289
## 10203    24 Quebec  Québec 2022-01-16      1  795753      NA     12310
## 10218    24 Quebec  Québec 2022-01-17      1  801153      NA     12364
## 10233    24 Quebec  Québec 2022-01-18      1  806296      NA     12453
## 10248    24 Quebec  Québec 2022-01-19      1  812419      NA     12541
## 10263    24 Quebec  Québec 2022-01-20      1  818947      NA     12639
## 10278    24 Quebec  Québec 2022-01-21      1  824942      NA     12698
## 10293    24 Quebec  Québec 2022-01-22      1  830489      NA     12766
## 10308    24 Quebec  Québec 2022-01-23      1  835630      NA     12799
## 10323    24 Quebec  Québec 2022-01-24      1  838437      NA     12851
## 10338    24 Quebec  Québec 2022-01-25      1  841414      NA     12936
## 10353    24 Quebec  Québec 2022-01-26      1  845564      NA     13009
## 10368    24 Quebec  Québec 2022-01-27      1  849520      NA     13065
## 10383    24 Quebec  Québec 2022-01-28      1  853120      NA     13113
## 10398    24 Quebec  Québec 2022-01-29      1  856630      NA     13179
## 10413    24 Quebec  Québec 2022-01-30      1  859468      NA     13190
## 10428    24 Quebec  Québec 2022-01-31      1  861891      NA     13223
## 10443    24 Quebec  Québec 2022-02-01      1  864621      NA     13286
## 10458    24 Quebec  Québec 2022-02-02      1  868437      NA     13336
## 10473    24 Quebec  Québec 2022-02-03      1  872029      NA     13378
##       numtotal numtested numtests numrecover percentrecover ratetested
## 30           1        NA       19         NA                        NA
## 34           1        NA       43         NA                        NA
## 38           2        NA       54         NA                        NA
## 42           2        NA       82         NA                        NA
## 46           2        NA      112         NA                        NA
## 50           3        NA      161         NA                        NA
## 55           4        NA      201         NA                        NA
## 63           7       556      266         NA                        65
## 78          13       740      397         NA                        86
## 93          17       740      613         NA                        86
## 108         17      1584      950         NA                       185
## 123         24      2337     1229         NA                       273
## 138         39      3129     1901         NA                       365
## 153         50      4870     2676         NA                       568
## 168         74      5880     3780         NA                       686
## 183        121      6757     5274         NA                       788
## 198        139      8539     6745         NA                       996
## 213        221      8539     9851         NA                       996
## 228        221      8539    13442         NA                       996
## 243        628      8539    17592         NA                       996
## 258       1013     15071    21475         NA                      1758
## 273       1339     27828    26278         NA                      3245
## 288       1629     33311    30096          2           0.12       3885
## 303       2021     34356    35393         29           1.43       4007
## 318       2498     46087    41386         29           1.16       5375
## 333       2840     52204    47780         29           1.02       6088
## 348       3430     59715    53744         29           0.85       6964
## 363       4162     67540    61057         29           0.70       7877
## 378       4611     69711    69119         29           0.63       8130
## 393       5518     74542    76378        224           4.06       8693
## 408       6101     83570    82742         NA                      9746
## 423       6997     90227    89536         NA                     10523
## 438       7944     95955    96627          0           0.00      11191
## 453       8580    100113   101647        611           7.12      11676
## 468       9340    104526   105244         NA                     12190
## 483      10031    109270   109702         NA                     12743
## 498      10912    113365   114820         NA                     13221
## 513      11677    118217   119250         NA                     13787
## 528      12292    123115   124622         NA                     14358
## 543      12846    126771   129691         NA                     14785
## 558      13557    131570   134950         NA                     15344
## 573      14248    137451   141035         NA                     16030
## 588      14860    143174   147956         NA                     16698
## 603      15857    148571   154523         NA                     17327
## 618      16798    153722   160818         NA                     17928
## 633      17521    158770   166955       3315          18.92      18516
## 648      18357    163548   172773       3555          19.37      19074
## 663      19319    167801   178117       3847          19.91      19570
## 678      20126    171520   183045       4048          20.11      20003
## 693      20965    176048   187847       4291          20.47      20531
## 708      21838    180833   193170       4484          20.53      21089
## 723      22616    185632   199770       4724          20.89      21649
## 738      23267    190765   206120       5057          21.73      22248
## 753      24107    195577   212482       5342          22.16      22809
## 768      24982    200172   218578       5517          22.08      23345
## 783      25757    204472   224287       5841          22.68      23846
## 798      26594    208979   229613       6048          22.74      24372
## 813      27538    214047   236065       6299          22.87      24963
## 828      28648    219367   243190       6700          23.39      25583
## 843      29656    224831   250147       6965          23.49      26221
## 858      31865    230864   257655       7258          22.78      26924
## 873      32623    235136   264448       7578          23.23      27422
## 888      33417    239241   270406       7923          23.71      27901
## 903      34327    250654   275371       8284          24.13      29232
## 918      35238    259794   282627       8673          24.61      30298
## 933      36150    266444   290693       8928          24.70      31074
## 948      36986    276787   298527       9268          25.06      32280
## 963      37721    278389   306699       9526          25.25      32467
## 978      38469    284239   314222       9703          25.22      33149
## 993      39225    290888   321578      10056          25.64      33924
## 1008     39931    296528   327912      10470          26.22      34582
## 1023     40724    302929   336376      10829          26.59      35329
## 1038     41420    310868   345515      11039          26.65      36255
## 1053     42183    319472   355529      11458          27.16      37258
## 1068     42920    327782   365840      11754          27.39      38227
## 1083     43627    335232   376519      12045          27.61      39096
## 1098     44197    341102   385049      12497          28.28      39781
## 1113     44775    346684   391807      12822          28.64      40432
## 1128     45495    354172   400789      13327          29.29      41305
## 1143     46141    361628   410923      13819          29.95      42174
## 1158     46838    370820   422705      14044          29.98      43246
## 1173     47411    380061   434870      14331          30.23      44324
## 1188     47984    389618   446961      14654          30.54      45439
## 1203     48598    395775   457793      14999          30.86      46157
## 1218     49139    402059   464973      15319          31.17      46890
## 1233     49702    409135   475036      15618          31.42      47715
## 1248     50232    417796   487122      15908          31.67      48725
## 1263     50651    428895   499151      16070          31.73      50019
## 1278     51059    436799   511042      16346          32.01      50941
## 1293     51354    444782   522641      16597          32.32      51872
## 1308     51593    450317   531010      16803          32.57      52518
## 1323     51884    456561   538056      17098          32.95      53246
## 1338     52143    463267   547616      17336          33.25      54028
## 1353     52398    470862   557694      17764          33.90      54914
## 1368     52624    477737   567061      18412          34.99      55716
## 1383     52849    484972   577648      18714          35.41      56559
## 1398     53047    489877   585644      18994          35.81      57131
## 1413     53185    493724   591361      19361          36.40      57580
## 1428     53341    498550   596941      19841          37.20      58143
## 1443     53485    504056   605657      20299          37.95      58785
## 1458     53666    509452   613595      20823          38.80      59414
## 1473     53824    514868   621375      21281          39.54      60046
## 1488     53952    520873   630358      21742          40.30      60746
## 1503     54054    524979   637255      22213          41.09      61225
## 1518     54146    528245   641930      22350          41.28      61606
## 1533     54263    533133   647266      22549          41.56      62176
## 1548     54383    538818   655787      22754          41.84      62839
## 1563     54550    545165   664599      22972          42.11      63579
## 1578     54674    551352   673651      23201          42.44      64301
## 1593     54766    551352   682253      23322          42.58      64301
## 1608     54835    551352   689797      23506          42.87      64301
## 1623     54884    564464   694787      23620          43.04      65830
## 1638     54937    568997   699811      23710          43.16      66359
## 1653     55079    573478   707664      23786          43.19      66881
## 1668     55079    573478   715762      23786          43.19      66881
## 1683     55079    573478   722108      23786          43.19      66881
## 1698     55079    573478   731028      23786          43.19      66881
## 1713     55390    584708   738730      24602          44.42      68191
## 1728     55458    600314   744403      24798          44.71      70011
## 1743     55458    600314   750101      24798          44.71      70011
## 1758     55593    611136   758423      25034          45.03      71273
## 1773     55682    616676   766662      25158          45.18      71919
## 1788     55784    622087   773307      25280          45.32      72550
## 1803     55863    622087   781136      25346          45.37      72550
## 1818     55937    622087   787416      25378          45.37      72550
## 1833     55997    644248   792744      25458          45.46      75135
## 1848     56079    648924   799224      25534          45.53      75680
## 1863     56216    656477   807667      25616          45.57      76561
## 1878     56316    663629   817973      25675          45.59      77395
## 1893     56407    671724   829549      25773          45.69      78339
## 1908     56521    671724   840207      25862          45.76      78339
## 1923     56621    671724   850202      25911          45.76      78339
## 1938     56730    692455   857903      26025          45.88      80757
## 1953     56859    699897   867010      26097          45.90      81625
## 1968     57001    709026   878562      26253          46.06      82689
## 1983     57142    718928   891945      49939          87.39      83844
## 1998     57300    730010   905920      50027          87.31      85137
## 2013     57466    738437   921234      50050          87.09      86119
## 2028     57616    747943   935057      50190          87.11      87228
## 2043     57796    758349   945883      50298          87.03      88442
## 2058     57938    767792   956841      50373          86.94      89543
## 2073     58080    767792   970987      50505          86.96      89543
## 2088     58243    747110   986582      50615          86.90      87131
## 2103     58414    757813  1003154      50703          86.80      88379
## 2118     58583    768346  1017640      50812          86.74      89608
## 2133     58728    777793  1030264      50886          86.65      90709
## 2148     58897    786727  1042012      50886          86.40      91751
## 2163     59009    796549  1054549      50886          86.23      92897
## 2178     59131    807364  1068861      50886          86.06      94158
## 2193     59312    819717  1086343      50886          85.79      95599
## 2208     59458    831069  1102797      50886          85.58      96923
## 2223     59599    841785  1118832      50886          85.38      98172
## 2238     59722    850630  1133644      50886          85.20      99204
## 2253     59845    858016  1143847      50886          85.03     100065
## 2268     60000    868111  1155588      50886          84.81     101242
## 2283     60133    879350  1171766      50886          84.62     102553
## 2298     60241    889002  1188135      50886          84.47     103679
## 2313     60367    895496  1205111      50886          84.29     104436
## 2328     60471    908532  1221127      50886          84.15     105957
## 2343     60627    916301  1235199      53041          87.49     106863
## 2358     60718    922332  1245893      53135          87.51     107566
## 2373     60813    926538  1256617      53270          87.60     108056
## 2388     60917    939144  1271928      53441          87.73     109527
## 2403     61004    947026  1288521      53598          87.86     110446
## 2418     61084    966677  1305515      53709          87.93     112738
## 2433     61151    975856  1320518      53847          88.06     113808
## 2448     61206    983814  1332810      53930          88.11     114736
## 2463     61252    990392  1342399      54083          88.30     115503
## 2478     61316    998424  1353846      54238          88.46     116440
## 2493     61402   1008252  1368951      54383          88.57     117586
## 2508     61495   1025725  1385373      54472          88.58     119624
## 2523     61599   1034827  1401852      54576          88.60     120686
## 2538     61673   1045236  1415423      54682          88.66     121900
## 2553     61741   1051257  1427704      54761          88.69     122602
## 2568     61803   1057098  1436431      54850          88.75     123283
## 2583     61945   1064673  1446003      54922          88.66     124166
## 2598     62026   1070544  1460885      55008          88.69     124851
## 2613     62076   1084344  1475901      55106          88.77     126460
## 2628     62232   1093669  1491027      55235          88.76     127548
## 2643     62352   1101190  1505525      55300          88.69     128425
## 2658     62492   1108187  1517373      55353          88.58     129241
## 2673     62614   1114354  1526807      55438          88.54     129960
## 2688     62746   1123174  1537425      55515          88.48     130989
## 2703     62933   1132113  1552879      55615          88.37     132031
## 2718     63117   1141870  1568603      55724          88.29     133169
## 2733     63292   1152442  1587083      55810          88.18     134402
## 2748     63497   1162798  1603939      55871          87.99     135610
## 2763     63713   1170858  1618560      55960          87.83     136550
## 2778     63876   1179250  1631057      56162          87.92     137529
## 2793     64056   1188308  1643857      56400          88.05     138585
## 2808     64244   1200682  1660318      56624          88.14     140028
## 2823     64463   1219471  1681962      56843          88.18     142219
## 2838     64707   1234892  1704560      57054          88.17     144018
## 2853     64986   1248937  1727888      57268          88.12     145656
## 2868     65262   1261288  1749041      57428          88.00     147096
## 2883     65554   1275041  1767712      57628          87.91     148700
## 2898     65857   1292966  1786569      57804          87.77     150791
## 2913     66356   1309460  1810009      58012          87.43     152714
## 2928     66653   1326132  1835926      58218          87.34     154659
## 2943     67080   1344315  1860920      58490          87.19     156779
## 2958     67542   1361889  1890430      58796          87.05     158829
## 2973     68128   1376247  1912861      59131          86.79     160503
## 2988     68617   1392424  1935249      59450          86.64     162390
## 3003     69088   1407194  1956830      59686          86.39     164112
## 3018     69670   1426245  1981295      59943          86.04     166334
## 3033     70307   1442772  2007970      60256          85.70     168262
## 3048     71005   1460959  2037522      60660          85.43     170383
## 3063     71901   1477797  2065299      61129          85.02     172346
## 3078     72651   1492789  2091411      61629          84.83     174095
## 3093     73450   1508322  2113794      62095          84.54     175906
## 3108     74288   1524727  2137712      62564          84.22     177820
## 3123     75221   1540680  2165832      63144          83.94     179680
## 3138     76273   1556720  2194409      63683          83.49     181551
## 3153     77380   1573445  2222890      64478          83.33     183501
## 3168     78459   1589532  2253018      65304          83.23     185377
## 3183     79650   1604262  2279609      66180          83.09     187095
## 3198     81014   1616838  2301775      67033          82.74     188562
## 3213     81914   1629846  2322730      67735          82.69     190079
## 3228     82992   1646826  2350903      68585          82.64     192059
## 3243     84094   1661851  2377521      69586          82.75     193812
## 3258     85191   1677747  2407858      70696          82.99     195665
## 3273     86133   1691452  2434361      71839          83.40     197264
## 3288     86976   1702243  2456193      72857          83.77     198522
## 3303     87791   1702243  2474912      73734          83.99     198522
## 3318     88994   1724288  2491694      74483          83.69     201093
## 3333     89963   1724288  2514048      75467          83.89     201093
## 3348     91018   1749283  2541845      76512          84.06     204008
## 3363     92297   1762039  2568510      77602          84.08     205496
## 3378     93391   1773248  2592425      78559          84.12     206803
## 3393     94429   1782527  2612532      79529          84.22     207885
## 3408     95216   1791271  2629374      80468          84.51     208905
## 3423     96288   1802240  2647763      81267          84.40     210184
## 3438     97321   1814069  2672847      82033          84.29     211564
## 3453     98226   1826029  2697728      82792          84.29     212959
## 3468     99235   1835921  2723260      83819          84.47     214112
## 3483    100114   1846594  2747793      84828          84.73     215357
## 3498    100922   1856752  2768511      85822          85.04     216542
## 3513    101885   1865395  2786749      86786          85.18     217550
## 3528    102814   1875899  2803629      87638          85.24     218775
## 3543    103844   1885867  2828728      88442          85.17     219937
## 3558    104952   1897168  2853711      89592          85.36     221255
## 3573    106016   1906939  2879065      90576          85.44     222395
## 3588    106981   1914757  2903618      91488          85.52     223306
## 3603    108018   1925195  2924564      92396          85.54     224524
## 3618    108889   1925195  2941412      93316          85.70     224524
## 3633    109918   1923098  2959220      94101          85.61     224279
## 3648    111056   1933553  2982874      94884          85.44     225499
## 3663    112189   1943833  3009583      95956          85.53     226697
## 3678    113423   1954317  3036621      96831          85.37     227920
## 3693    114820   1965445  3062478      97789          85.17     229218
## 3708    115989   1974619  3084103      98740          85.13     230288
## 3723    117151   1984712  3102968      99721          85.12     231465
## 3738    118529   1993511  3122640     100564          84.84     232491
## 3753    119894   2004485  3147899     101407          84.58     233771
## 3768    121195   2015998  3175290     102569          84.63     235114
## 3783    122643   2027490  3203581     103668          84.53     236454
## 3798    123854   2038336  3232478     104848          84.65     237719
## 3813    125072   2048808  3257906     105998          84.75     238940
## 3828    126054   2058169  3278481     107326          85.14     240032
## 3843    127233   2068340  3298929     108625          85.37     241218
## 3858    128440   2079892  3327325     109800          85.49     242565
## 3873    129699   2090715  3357264     111326          85.83     243827
## 3888    130888   2101203  3386561     112734          86.13     245051
## 3903    132042   2110913  3415307     114085          86.40     246183
## 3918    133206   2120177  3440053     115367          86.61     247263
## 3933    134330   2127922  3460686     116624          86.82     248167
## 3948    135430   2136210  3479232     117551          86.80     249133
## 3963    136894   2136210  3506788     118491          86.56     249133
## 3978    138163   2157797  3536832     119727          86.66     251651
## 3993    139643   2168061  3566735     120906          86.58     252848
## 4008    141038   2177421  3594799     122014          86.51     253939
## 4023    142371   2186076  3619894     123177          86.52     254949
## 4038    143548   2194452  3640962     124200          86.52     255926
## 4053    145062   2204216  3662447     125197          86.31     257064
## 4068    146532   2215810  3693972     126179          86.11     258416
## 4083    147877   2226791  3725396     127549          86.25     259697
## 4098    149908   2238113  3760444     128828          85.94     261017
## 4113    151599   2248348  3791752     130018          85.76     262211
## 4128    153176   2260394  3822597     131297          85.72     263616
## 4143    154740   2270207  3846968     132573          85.67     264760
## 4158    156468   2280376  3871662     133692          85.44     265946
## 4173    158310   2291928  3904311     134910          85.22     267294
## 4188    160023   2303830  3938515     136646          85.39     268682
## 4203    161921   2315560  3974944     138270          85.39     270050
## 4218    163915   2328062  4013211     139850          85.32     271508
## 4233    165535   2337962  4045288     141345          85.39     272662
## 4248    167276   2349554  4070725     142894          85.42     274014
## 4263    169173   2359553  4096825     144168          85.22     275180
## 4278    171028   2371496  4131627     145532          85.09     276573
## 4293    172801   2382661  4167474     147398          85.30     277875
## 4308    174839   2394137  4205115     149245          85.36     279214
## 4323    176985   2405670  4241126     151044          85.34     280559
## 4338    179093   2416126  4273820     152869          85.36     281778
## 4353    181276   2426005  4301086     154673          85.32     282930
## 4368    183523   2436763  4329996     156275          85.15     284185
## 4383    185872   2436763  4366007     158201          85.11     284185
## 4398    185872   2436763  4405183     158201          85.11     284185
## 4413    190364   2436763  4438900     158201          83.10     284185
## 4428    192655   2448998  4464082     164163          85.21     285612
## 4443    194930   2483527  4482733     166066          85.19     289639
## 4458    197311   2490375  4502707     168061          85.18     290437
## 4473    199822   2498341  4524888     170045          85.10     291366
## 4488    202641   2498341  4559063     172047          84.90     291366
## 4503    205449   2498341  4594501     172047          83.74     291366
## 4518    207435   2507746  4624565     172047          82.94     292463
## 4533    210304   2507746  4648889     179456          85.33     292463
## 4548    212850   2539844  4669350     181205          85.13     296207
## 4563    215358   2547277  4690376     182602          84.79     297073
## 4578    217999   2555708  4716413     184904          84.82     298057
## 4593    220518   2565557  4750601     186996          84.80     299205
## 4608    223106   2575548  4787708     189937          85.13     300370
## 4623    226233   2585796  4826480     192979          85.30     301566
## 4638    228821   2596108  4863382     195663          85.51     302768
## 4653    230690   2603741  4891569     197938          85.80     303658
## 4668    232624   2611556  4916463     199920          85.94     304570
## 4683    234695   2620248  4941745     202166          86.14     305584
## 4698    236827   2629203  4976348     204741          86.45     306628
## 4713    238745   2637674  5013255     207934          87.09     307616
## 4728    240970   2647264  5049085     210364          87.30     308734
## 4743    242914   2656534  5085399     213008          87.69     309815
## 4758    244348   2664134  5114950     215325          88.12     310702
## 4773    245734   2670614  5136490     217575          88.54     311457
## 4788    247236   2678168  5159138     219592          88.82     312338
## 4803    248860   2687068  5192401     221327          88.94     313376
## 4818    250491   2695925  5227332     223367          89.17     314409
## 4833    252176   2695925  5265335     225245          89.32     314409
## 4848    253633   2695925  5299740     227215          89.58     314409
## 4863    254836   2695925  5328451     228887          89.82     314409
## 4878    256002   2695925  5349626     230803          90.16     314409
## 4893    257330   2695925  5373812     232221          90.24     314409
## 4908    258698   2695925  5408186     233768          90.36     314409
## 4923    259993   2695925  5444079     235516          90.59     314409
## 4938    261360   2695925  5478555     237088          90.71     314409
## 4953    262583   2695925  5507321     238648          90.88     314409
## 4968    263473        NA  5534806     240083          91.12         NA
## 4983    264526        NA  5555141     241537          91.31         NA
## 4998    265579        NA  5578437     242692          91.38         NA
## 5013    266672        NA  5612300     243769          91.41         NA
## 5028    267773        NA  5643417     245339          91.62         NA
## 5043    268977        NA  5675564     246695          91.72         NA
## 5058    270058        NA  5707976     248112          91.87         NA
## 5073    270911        NA  5732625     249361          92.05         NA
## 5088    271737        NA  5751679     250652          92.24         NA
## 5103    272726        NA  5773524     251620          92.26         NA
## 5118    273847        NA  5805244     252651          92.26         NA
## 5133    274831        NA  5836593     254001          92.42         NA
## 5148    275880        NA  5868164     255146          92.48         NA
## 5163    276790        NA  5899159     256270          92.59         NA
## 5178    277518        NA  5929765     257434          92.76         NA
## 5193    278187        NA  5948993     258542          92.94         NA
## 5208    278987        NA  5971033     259416          92.98         NA
## 5223    279887        NA  6002228     260245          92.98         NA
## 5238    280687        NA  6031770     261429          93.14         NA
## 5253    281456        NA  6063806     262506          93.27         NA
## 5268    282122        NA  6091116     263537          93.41         NA
## 5283    282927        NA  6113547     264497          93.49         NA
## 5298    283666        NA  6131917     265456          93.58         NA
## 5313    284472        NA  6154515     266138          93.56         NA
## 5328    285330        NA  6187648     266879          93.53         NA
## 5343    286145        NA  6220922     267885          93.62         NA
## 5358    287003        NA  6250849     268645          93.60         NA
## 5373    287740        NA  6280259     269530          93.67         NA
## 5388    288353        NA  6302949     270364          93.76         NA
## 5403    288941        NA  6321240     271156          93.84         NA
## 5418    289670        NA  6342780     271908          93.87         NA
## 5433    290377        NA  6370719     272553          93.86         NA
## 5448    291175        NA  6398259     273430          93.91         NA
## 5463    291924        NA  6427509     274245          93.94         NA
## 5478    292631        NA  6453237     275059          94.00         NA
## 5493    293210        NA  6475099     275796          94.06         NA
## 5508    293860        NA  6492231     276602          94.13         NA
## 5523    294652        NA  6514793     277185          94.07         NA
## 5538    295390        NA  6544738     277738          94.02         NA
## 5553    296129        NA  6574053     278489          94.04         NA
## 5568    296918        NA  6603169     279230          94.04         NA
## 5583    297592        NA  6631544     280030          94.10         NA
## 5598    298186        NA  6654341     280755          94.15         NA
## 5613    298747        NA  6672577     281436          94.21         NA
## 5628    299450        NA  6696349     282047          94.19         NA
## 5643    300152        NA  6728394     282693          94.18         NA
## 5658    300916        NA  6761683     283478          94.21         NA
## 5673    301691        NA  6793636     284203          94.20         NA
## 5688    302339        NA  6824715     284940          94.25         NA
## 5703    303051        NA  6849075     285682          94.27         NA
## 5718    303707        NA  6870617     286347          94.28         NA
## 5733    304490        NA  6896641     286946          94.24         NA
## 5748    305435        NA  6931761     287632          94.17         NA
## 5763    306385        NA  6970146     288384          94.12         NA
## 5778    307394        NA  7005580     289132          94.06         NA
## 5793    308311        NA  7036923     289827          94.00         NA
## 5808    309202        NA  7063594     290564          93.97         NA
## 5823    310066        NA  7088175     291290          93.94         NA
## 5838    311091        NA  7120844     291906          93.83         NA
## 5853    312362        NA  7160410     292648          93.69         NA
## 5868    313676        NA  7201569     293567          93.59         NA
## 5883    314958        NA  7241982     294560          93.52         NA
## 5898    316112        NA  7279483     295453          93.46         NA
## 5913    317364        NA  7308657     296396          93.39         NA
## 5928    318532        NA  7334032     297384          93.36         NA
## 5943    319802        NA  7362415     298298          93.28         NA
## 5958    321411        NA  7400849     299241          93.10         NA
## 5973    323094        NA  7445743     300471          93.00         NA
## 5988    324848        NA  7494993     301740          92.89         NA
## 6003    326383        NA  7537309     303039          92.85         NA
## 6018    327982        NA  7574840     304267          92.77         NA
## 6033    329472        NA  7605904     305463          92.71         NA
## 6048    331031        NA  7640020     306608          92.62         NA
## 6063    332544        NA  7684054     307748          92.54         NA
## 6078    334071        NA  7730114     309345          92.60         NA
## 6093    335608        NA  7776087     311047          92.68         NA
## 6108    336952        NA  7817259     312701          92.80         NA
## 6123    338044        NA  7851114     314376          93.00         NA
## 6138    339180        NA  7878652     315984          93.16         NA
## 6153    340397        NA  7911852     317338          93.23         NA
## 6168    341645        NA  7953823     318676          93.28         NA
## 6183    342688        NA  7996713     320302          93.47         NA
## 6198    343794        NA  8039135     321667          93.56         NA
## 6213    344808        NA  8076974     323086          93.70         NA
## 6228    345697        NA  8106121     324441          93.85         NA
## 6243    346596        NA  8133625     325691          93.97         NA
## 6258    347690        NA  8165807     326834          94.00         NA
## 6273    348732        NA  8212465     327865          94.02         NA
## 6288    349773        NA  8254648     329174          94.11         NA
## 6303    350874        NA  8295640     330362          94.15         NA
## 6318    351880        NA  8331503     331513          94.21         NA
## 6333    352678        NA  8359513     332577          94.30         NA
## 6348    353475        NA  8389792     333624          94.38         NA
## 6363    354390        NA  8422822     334531          94.40         NA
## 6378    355297        NA  8462900     335421          94.41         NA
## 6393    356216        NA  8503205     336505          94.47         NA
## 6408    357174        NA  8540951     337538          94.50         NA
## 6423    358134        NA  8572982     338628          94.55         NA
## 6438    358796        NA  8598567     339660          94.67         NA
## 6453    359456        NA  8622017     340637          94.76         NA
## 6468    360201        NA  8694189     341433          94.79         NA
## 6483    360982        NA  8733163     342170          94.79         NA
## 6498    361820        NA  8771778     343142          94.84         NA
## 6513    362580        NA  8807043     344039          94.89         NA
## 6528    363296        NA  8838292     344950          94.95         NA
## 6543    363847        NA  8862183     345794          95.04         NA
## 6558    364396        NA  8884582     346639          95.13         NA
## 6573    364980        NA  8916666     347387          95.18         NA
## 6588    365642        NA  8951131     347942          95.16         NA
## 6603    366394        NA  8985712     348694          95.17         NA
## 6618    366899        NA  9015273     349498          95.26         NA
## 6633    367376        NA  9040641     350270          95.34         NA
## 6648    367809        NA  9059280     351002          95.43         NA
## 6663    368155        NA  9075715     351689          95.53         NA
## 6678    368463        NA  9096124     352230          95.59         NA
## 6693    368899        NA  9123035     352807          95.64         NA
## 6708    369318        NA  9152249     353442          95.70         NA
## 6723    369728        NA  9177627     354104          95.77         NA
## 6738    370043        NA  9199010     354734          95.86         NA
## 6753    370319        NA  9215701     355266          95.94         NA
## 6768    370527        NA  9237429     355785          96.02         NA
## 6783    370815        NA  9260456     356202          96.06         NA
## 6798    371082        NA  9290059     356582          96.09         NA
## 6813    371361        NA  9314904     356998          96.13         NA
## 6828    371588        NA  9314904     357425          96.19         NA
## 6843    371767        NA  9314904     357867          96.26         NA
## 6858    371960        NA  9373651     358221          96.31         NA
## 6873    372109        NA  9388610     358553          96.36         NA
## 6888    372287        NA  9411855     358849          96.39         NA
## 6903    372476        NA  9434642     359104          96.41         NA
## 6918    372656        NA  9457176     359421          96.45         NA
## 6933    372838        NA  9457176     359698          96.48         NA
## 6948    372989        NA  9457176     359981          96.51         NA
## 6963    373112        NA  9509369     360194          96.54         NA
## 6978    373217        NA  9524951     360410          96.57         NA
## 6993    373370        NA  9547836     360587          96.58         NA
## 7008    373531        NA  9574188     360779          96.59         NA
## 7023    373658        NA  9596619     360973          96.61         NA
## 7038    373818        NA  9596619     361160          96.61         NA
## 7053    373921        NA  9596619     361352          96.64         NA
## 7068    374011        NA  9649154     361521          96.66         NA
## 7083    374095        NA  9665908     361675          96.68         NA
## 7098    374222        NA  9688894     361840          96.69         NA
## 7113    374318        NA  9710778     361952          96.70         NA
## 7128    374406        NA  9728913     362130          96.72         NA
## 7143    374406        NA  9728913     362130          96.72         NA
## 7158    374406        NA  9728913     362130          96.72         NA
## 7173    374660        NA  9775955     362523          96.76         NA
## 7188    374731        NA  9791320     362646          96.78         NA
## 7203    374857        NA  9813101     362756          96.77         NA
## 7218    374950        NA  9831200     362756          96.75         NA
## 7233    375019        NA  9848214     362961          96.78         NA
## 7248    375019        NA  9848214     362961          96.78         NA
## 7263    375146        NA  9848214     362961          96.75         NA
## 7278    375195        NA  9884535     363245          96.81         NA
## 7293    375262        NA  9900438     363339          96.82         NA
## 7308    375365        NA  9916828     363415          96.82         NA
## 7323    375429        NA  9934491     363484          96.82         NA
## 7338    375716        NA  9951111     363775          96.82         NA
## 7353    375716        NA  9951111     363775          96.82         NA
## 7368    375863        NA  9951111     363775          96.78         NA
## 7383    375915        NA  9995214     364033          96.84         NA
## 7398    375969        NA 10074032     364103          96.84         NA
## 7413    376044        NA 10089918     364155          96.84         NA
## 7428    376109        NA 10107130     364222          96.84         NA
## 7443    376192        NA 10121986     364328          96.85         NA
## 7458    376192        NA 10121986     364328          96.85         NA
## 7473    376330        NA 10121986     364328          96.81         NA
## 7488    376330        NA 10162972     364470          96.85         NA
## 7503    376330        NA 10175204     364470          96.85         NA
## 7518    376330        NA 10190041     364470          96.85         NA
## 7533    376429        NA 10205224     364470          96.82         NA
## 7548    376530        NA 10220602     364539          96.82         NA
## 7563    376530        NA 10220602     364539          96.82         NA
## 7578    376753        NA 10220602     364539          96.76         NA
## 7593    376828        NA 10260993     364774          96.80         NA
## 7608    376901        NA 10271550     364858          96.80         NA
## 7623    377034        NA 10285317     364930          96.79         NA
## 7638    377172        NA 10299783     365018          96.78         NA
## 7653    377297        NA 10314394     365105          96.77         NA
## 7668    377297        NA 10329764     365105          96.77         NA
## 7683    377644        NA 10343871     365105          96.68         NA
## 7698    377798        NA 10355502     365451          96.73         NA
## 7713    377973        NA 10366908     365558          96.72         NA
## 7728    378157        NA 10382434     365654          96.69         NA
## 7743    378462        NA 10399400     365750          96.64         NA
## 7758    378680        NA 10417587     365881          96.62         NA
## 7773    378680        NA 10417587     365881          96.62         NA
## 7788    379189        NA 10417587     365881          96.49         NA
## 7803    379439        NA 10466251     366340          96.55         NA
## 7818    379673        NA 10479329     366523          96.54         NA
## 7833    380038        NA 10497194     366670          96.48         NA
## 7848    380407        NA 10515110     366812          96.43         NA
## 7863    380833        NA 10533499     367029          96.38         NA
## 7878    381266        NA 10533499     367029          96.27         NA
## 7893    381587        NA 10533499     367569          96.33         NA
## 7908    381996        NA 10583874     367830          96.29         NA
## 7923    382319        NA 10600612     368106          96.28         NA
## 7938    382755        NA 10618518     368360          96.24         NA
## 7953    383191        NA 10637571     368629          96.20         NA
## 7968    383718        NA 10657237     368938          96.15         NA
## 7983    384281        NA 10676239     369280          96.10         NA
## 7998    384744        NA 10693025     369280          95.98         NA
## 8013    385120        NA 10708118     370115          96.10         NA
## 8028    385465        NA 10720783     370486          96.11         NA
## 8043    386015        NA 10739485     370858          96.07         NA
## 8058    386618        NA 10759881     371164          96.00         NA
## 8073    387230        NA 10780102     371623          95.97         NA
## 8088    387834        NA 10800589     371623          95.82         NA
## 8103    388413        NA 10819327     371623          95.68         NA
## 8118    388799        NA 10835785     373109          95.96         NA
## 8133    389224        NA 10853297     373538          95.97         NA
## 8148    389914        NA 10874514     373897          95.89         NA
## 8163    390613        NA 10897933     374266          95.82         NA
## 8178    391363        NA 10919282     374807          95.77         NA
## 8193    392029        NA 10941183     374807          95.61         NA
## 8208    392807        NA 10961001     374807          95.42         NA
## 8223    393337        NA 10978114     374807          95.29         NA
## 8238    393852        NA 10994847     377099          95.75         NA
## 8253    394452        NA 11015220     377531          95.71         NA
## 8268    395155        NA 11040417     378021          95.66         NA
## 8283    396034        NA 11067655     378721          95.63         NA
## 8298    397029        NA 11095444     378721          95.39         NA
## 8313    397786        NA 11120875     378721          95.21         NA
## 8328    398425        NA 11143320     380825          95.58         NA
## 8343    399058        NA 11165314     381505          95.60         NA
## 8358    399843        NA 11192924     382050          95.55         NA
## 8373    400625        NA 11225085     382703          95.53         NA
## 8388    401462        NA 11256893     383334          95.48         NA
## 8403    402283        NA 11289947     383334          95.29         NA
## 8418    403025        NA 11318547     383334          95.11         NA
## 8433    403704        NA 11343469     385775          95.56         NA
## 8448    404291        NA 11367185     386572          95.62         NA
## 8463    404974        NA 11396770     387185          95.61         NA
## 8478    405728        NA 11428012     387863          95.60         NA
## 8493    406429        NA 11464168     388602          95.61         NA
## 8508    407224        NA 11496872     388602          95.43         NA
## 8523    407943        NA 11528094     388602          95.26         NA
## 8538    408462        NA 11552157     390858          95.69         NA
## 8553    408931        NA 11574949     391583          95.76         NA
## 8568    409525        NA 11602281     392267          95.79         NA
## 8583    410180        NA 11634274     392915          95.79         NA
## 8598    410823        NA 11668807     393595          95.81         NA
## 8613    411463        NA 11699642     393595          95.66         NA
## 8628    411962        NA 11727819     393595          95.54         NA
## 8643    412364        NA 11750556     395709          95.96         NA
## 8658    412800        NA 11773792     396380          96.02         NA
## 8673    413306        NA 11801210     396867          96.02         NA
## 8688    413930        NA 11834243     397404          96.01         NA
## 8703    414573        NA 11865818     398033          96.01         NA
## 8718    415175        NA 11900027     398033          95.87         NA
## 8733    415787        NA 11928661     398033          95.73         NA
## 8748    416267        NA 11950960     399805          96.05         NA
## 8763    416676        NA 11970782     400347          96.08         NA
## 8778    417188        NA 11994352     400777          96.07         NA
## 8793    417832        NA 12023970     401287          96.04         NA
## 8808    418508        NA 12057782     401830          96.01         NA
## 8823    419187        NA 12089922     401830          95.86         NA
## 8838    419719        NA 12117945     403024          96.02         NA
## 8853    420129        NA 12141494     403572          96.06         NA
## 8868    420471        NA 12164763     404157          96.12         NA
## 8883    420929        NA 12192300     404640          96.13         NA
## 8898    421357        NA 12223883     405126          96.15         NA
## 8913    421791        NA 12252918     405663          96.18         NA
## 8928    422242        NA 12280826     405663          96.07         NA
## 8943    422671        NA 12306651     406908          96.27         NA
## 8958    422995        NA 12328756     407451          96.33         NA
## 8973    423335        NA 12351322     408002          96.38         NA
## 8988    423813        NA 12376981     408458          96.38         NA
## 9003    424291        NA 12409114     408820          96.35         NA
## 9018    424802        NA 12437804     409269          96.34         NA
## 9033    425393        NA 12466388     409269          96.21         NA
## 9048    425960        NA 12491307     410124          96.28         NA
## 9063    426457        NA 12512953     410546          96.27         NA
## 9078    426947        NA 12536409     410948          96.25         NA
## 9093    427472        NA 12562384     411284          96.21         NA
## 9108    428060        NA 12597961     411672          96.17         NA
## 9123    428631        NA 12626711     412124          96.15         NA
## 9138    429319        NA 12657546     412124          95.99         NA
## 9153    429864        NA 12684690     413102          96.10         NA
## 9168    430395        NA 12711937     413620          96.10         NA
## 9183    430940        NA 12734009     414193          96.11         NA
## 9198    431612        NA 12760898     414706          96.08         NA
## 9213    432275        NA 12795111     415199          96.05         NA
## 9228    432991        NA 12824655     415728          96.01         NA
## 9243    433706        NA 12853105     415728          95.85         NA
## 9258    434340        NA 12880904     416867          95.98         NA
## 9273    434849        NA 12903196     417519          96.01         NA
## 9288    435366        NA 12924291     418110          96.04         NA
## 9303    436084        NA 12951231     418639          96.00         NA
## 9318    436804        NA 13001816     419156          95.96         NA
## 9333    437549        NA 13032770     419869          95.96         NA
## 9348    438364        NA 13062056     419869          95.78         NA
## 9363    439071        NA 13087524     421269          95.95         NA
## 9378    439763        NA 13111248     421879          95.93         NA
## 9393    440462        NA 13133869     422571          95.94         NA
## 9408    441344        NA 13162011     423075          95.86         NA
## 9423    442246        NA 13197834     424930          96.08         NA
## 9438    444585        NA 13229829     425690          95.75         NA
## 9453    445756        NA 13263948     425690          95.50         NA
## 9468    446631        NA 13294978     427207          95.65         NA
## 9483    447387        NA 13319286     427965          95.66         NA
## 9498    448171        NA 13343641     428679          95.65         NA
## 9513    449367        NA 13373548     429339          95.54         NA
## 9528    450513        NA 13409100     430061          95.46         NA
## 9543    451868        NA 13445134     430986          95.38         NA
## 9558    453380        NA 13480868     430986          95.06         NA
## 9573    454636        NA 13515187     432987          95.24         NA
## 9588    455825        NA 13544654     433964          95.20         NA
## 9603    457059        NA 13574061     434935          95.16         NA
## 9618    458426        NA 13605465     435690          95.04         NA
## 9633    460233        NA 13641147     436551          94.85         NA
## 9648    462246        NA 13681194     437722          94.69         NA
## 9663    464228        NA 13720705     437722          94.29         NA
## 9678    465981        NA 13759293     440331          94.50         NA
## 9693    467609        NA 13793358     441747          94.47         NA
## 9708    469356        NA 13828647     443121          94.41         NA
## 9723    471742        NA 13865320     444146          94.15         NA
## 9738    474478        NA 13908631     445451          93.88         NA
## 9753    478246        NA 13952554     447054          93.48         NA
## 9768    481877        NA 13999807     447054          92.77         NA
## 9783    485723        NA 14046951     450535          92.76         NA
## 9798    490294        NA 14093139     452509          92.29         NA
## 9813    495337        NA 14139829     454369          91.73         NA
## 9828    501698        NA 14188059     455885          90.87         NA
## 9843    511095        NA 14242598     457630          89.54         NA
## 9858    511095        NA 14312365     457630          89.54         NA
## 9873    511095        NA 14370191     457630          89.54         NA
## 9888    511095        NA 14424557     457630          89.54         NA
## 9903    546437        NA 14468312     472692          86.50         NA
## 9918    559270        NA 14508970     477854          85.44         NA
## 9933    572419        NA 14556013     482502          84.29         NA
## 9948    586607        NA 14607707     488030          83.20         NA
## 9963    603068        NA 14607707     488030          80.92         NA
## 9978    620190        NA 14607707     488030          78.69         NA
## 9993    636035        NA 14607707     523227          82.26         NA
## 10008   651328        NA 14607707     535771          82.26         NA
## 10023   665822        NA 14877223     545163          81.88         NA
## 10038   680308        NA 14924286     552862          81.27         NA
## 10053   696182        NA 14978048     562715          80.83         NA
## 10068   712358        NA 15037137     577427          81.06         NA
## 10083   728286        NA 15037137     577427          79.29         NA
## 10098   739293        NA 15037137     577427          78.11         NA
## 10113   749866        NA 15182019     631650          84.24         NA
## 10128   758576        NA 15224398     646100          85.17         NA
## 10143   766927        NA 15259558     657224          85.70         NA
## 10158   775720        NA 15300091     670356          86.42         NA
## 10173   783102        NA 15338925     689848          88.09         NA
## 10188   789807        NA 15338925     689848          87.34         NA
## 10203   795753        NA 15338925     689848          86.69         NA
## 10218   801153        NA 15451671     734650          91.70         NA
## 10233   806296        NA 15494340     742354          92.07         NA
## 10248   812419        NA 15525875     747819          92.05         NA
## 10263   818947        NA 15563014     753641          92.03         NA
## 10278   824942        NA 15600291     761215          92.27         NA
## 10293   830489        NA 15600291     761215          91.66         NA
## 10308   835630        NA 15600291     761215          91.09         NA
## 10323   838437        NA 15654234     778503          92.85         NA
## 10338   841414        NA 15674756     783042          93.06         NA
## 10353   845564        NA 15702101     787426          93.12         NA
## 10368   849520        NA 15733345     791198          93.13         NA
## 10383   853120        NA 15762508     795685          93.27         NA
## 10398   856630        NA 15762508     795685          92.89         NA
## 10413   859468        NA 15762508     795685          92.58         NA
## 10428   861891        NA 15843113     808469          93.80         NA
## 10443   864621        NA 15862903     812328          93.95         NA
## 10458   868437        NA 15887997     815430          93.90         NA
## 10473   872029        NA 15916920     818774          93.89         NA
##       ratetests numtoday percentoday ratetotal ratedeaths numdeathstoday
## 30            2        1      100.00      0.01       0.00              0
## 34            5        0        0.00      0.01       0.00              0
## 38            6        1      100.00      0.02       0.00              0
## 42           10        0        0.00      0.02       0.00              0
## 46           13        0        0.00      0.02       0.00              0
## 50           19        1       50.00      0.03       0.00              0
## 55           23        1       33.33      0.05       0.00              0
## 63           31        3       75.00      0.08       0.00              0
## 78           46        6       85.71      0.15       0.00              0
## 93           71        4       30.77      0.20       0.00              0
## 108         111        0        0.00      0.20       0.00              0
## 123         143        7       41.18      0.28       0.00              0
## 138         222       15       62.50      0.45       0.00              0
## 153         312       11       28.21      0.58       0.00              0
## 168         441       24       48.00      0.86       0.01              1
## 183         615       47       63.51      1.41       0.01              0
## 198         787       18       14.88      1.62       0.01              0
## 213        1149       82       58.99      2.58       0.05              3
## 228        1568        0        0.00      2.58       0.05              0
## 243        2052      407      184.16      7.32       0.05              0
## 258        2504      385       61.31     11.81       0.05              0
## 273        3065      326       32.18     15.62       0.07              2
## 288        3510      290       21.66     19.00       0.09              2
## 303        4128      392       24.06     23.57       0.21             10
## 318        4827      477       23.60     29.13       0.26              4
## 333        5572      342       13.69     33.12       0.26              0
## 348        6268      590       20.77     40.00       0.29              3
## 363        7121      732       21.34     48.54       0.36              6
## 378        8061      449       10.79     53.78       0.38              2
## 393        8908      907       19.67     64.35       0.42              3
## 408        9650      583       10.57     71.15       0.71             25
## 423       10442      896       14.69     81.60       0.87             14
## 438       11269      947       13.53     92.65       1.10             19
## 453       11854      636        8.01    100.06       1.41             27
## 468       12274      760        8.86    108.93       1.75             29
## 483       12794      691        7.40    116.99       2.04             25
## 498       13391      881        8.78    127.26       2.52             41
## 513       13907      765        7.01    136.18       2.81             25
## 528       14534      615        5.27    143.35       3.37             48
## 543       15125      554        4.51    149.82       3.83             39
## 558       15738      711        5.53    158.11       4.20             32
## 573       16448      691        5.10    166.17       5.07             75
## 588       17255      612        4.30    173.30       5.68             52
## 603       18021      997        6.71    184.93       7.35            143
## 618       18755      941        5.93    195.90       8.02             58
## 633       19471      723        4.30    204.34       9.39            117
## 648       20149      836        4.77    214.09      10.23             72
## 663       20773      962        5.24    225.31      10.95             62
## 678       21347      807        4.18    234.72      12.14            102
## 693       21907      839        4.17    244.50      13.23             93
## 708       22528      873        4.16    254.68      14.50            109
## 723       23298      778        3.56    263.76      15.63             97
## 738       24039      651        2.88    271.35      16.86            106
## 753       24780      840        3.61    281.15      17.67             69
## 768       25491      875        3.63    291.35      18.65             84
## 783       26157      775        3.10    300.39      19.62             83
## 798       26778      837        3.25    310.15      20.54             79
## 813       27531      944        3.55    321.16      21.68             98
## 828       28362     1110        4.03    334.10      23.58            163
## 843       29173     1008        3.52    345.86      24.91            114
## 858       30049     2209        7.45    371.62      25.72             69
## 873       30841      758        2.38    380.46      26.59             75
## 888       31536      794        2.43    389.72      27.97            118
## 903       32115      910        2.72    400.33      29.27            112
## 918       32961      911        2.65    410.96      30.68            121
## 933       33902      912        2.59    421.60      31.78             94
## 948       34815      836        2.31    431.35      32.49             61
## 963       35768      735        1.99    439.92      34.15            142
## 978       36646      748        1.98    448.64      35.14             85
## 993       37504      756        1.97    457.46      36.51            118
## 1008      38242      706        1.80    465.69      37.55             89
## 1023      39229      793        1.99    474.94      39.08            131
## 1038      40295      696        1.71    483.06      39.66             50
## 1053      41463      763        1.84    491.95      40.62             82
## 1068      42666      737        1.75    500.55      41.54             79
## 1083      43911      707        1.65    508.80      41.94             34
## 1098      44906      570        1.31    515.44      42.53             51
## 1113      45694      578        1.31    522.18      43.36             71
## 1128      46742      720        1.61    530.58      44.32             82
## 1143      47923      646        1.42    538.11      45.08             65
## 1158      49298      697        1.51    546.24      45.95             75
## 1173      50716      573        1.22    552.93      46.46             44
## 1188      52126      573        1.21    559.61      47.45             85
## 1203      53390      614        1.28    566.77      48.27             70
## 1218      54227      541        1.11    573.08      49.31             89
## 1233      55401      563        1.15    579.64      50.17             74
## 1248      56810      530        1.07    585.83      50.88             61
## 1263      58213      419        0.83    590.71      51.77             76
## 1278      59600      408        0.81    595.47      54.13            202
## 1293      60952      295        0.58    598.91      54.36             20
## 1308      61928      239        0.47    601.70      54.96             52
## 1323      62750      291        0.56    605.09      55.91             81
## 1338      63865      259        0.50    608.11      56.97             91
## 1353      65040      255        0.49    611.09      57.55             50
## 1368      66133      226        0.43    613.72      57.96             35
## 1383      67368      225        0.43    616.35      58.06              8
## 1398      68300      198        0.37    618.65      58.13              6
## 1413      68967      138        0.26    620.26      58.65             45
## 1428      69618      156        0.29    622.08      59.26             52
## 1443      70634      144        0.27    623.76      59.54             24
## 1458      71560      181        0.34    625.87      60.04             43
## 1473      72467      158        0.29    627.72      60.59             47
## 1488      73515      128        0.24    629.21      60.90             27
## 1503      74319      102        0.19    630.40      61.13             20
## 1518      74864       92        0.17    631.47      61.45             27
## 1533      75487      117        0.22    632.84      61.79             29
## 1548      76480      120        0.22    634.24      62.28             42
## 1563      77508      167        0.31    636.18      62.69             35
## 1578      78564      124        0.23    637.63      63.07             33
## 1593      79567       92        0.17    638.70      63.18              9
## 1608      80447       69        0.13    639.51      63.18              0
## 1623      81029       49        0.09    640.08      63.26              7
## 1638      81615       53        0.10    640.70      63.46             17
## 1653      82531      142        0.26    642.35      63.54              7
## 1668      83475        0        0.00    642.35      63.54              0
## 1683      84215        0        0.00    642.35      63.54              0
## 1698      85255        0        0.00    642.35      63.54              0
## 1713      86154      311        0.56    645.98      63.97             37
## 1728      86815       68        0.12    646.77      64.18             18
## 1743      87480        0        0.00    646.77      64.18              0
## 1758      88450      135        0.24    648.35      64.62             38
## 1773      89411       89        0.16    649.39      64.84             19
## 1788      90186      102        0.18    650.57      64.91              6
## 1803      91099       79        0.14    651.50      65.01              8
## 1818      91832       74        0.13    652.36      65.04              3
## 1833      92453       60        0.11    653.06      65.19             13
## 1848      93209       82        0.15    654.02      65.34             13
## 1863      94193      137        0.24    655.61      65.41              6
## 1878      95395      100        0.18    656.78      65.45              3
## 1893      96745       91        0.16    657.84      65.54              8
## 1908      97988      114        0.20    659.17      65.62              7
## 1923      99154      100        0.18    660.34      65.64              1
## 1938     100052      109        0.19    661.61      65.69              5
## 1953     101114      129        0.23    663.11      65.73              3
## 1968     102461      142        0.25    664.77      65.85             10
## 1983     104022      141        0.25    666.41      65.86              1
## 1998     105652      158        0.28    668.26      65.94              7
## 2013     107438      166        0.29    670.19      65.95              1
## 2028     109050      150        0.26    671.94      65.97              2
## 2043     110313      180        0.31    674.04      65.99              1
## 2058     111591      142        0.25    675.70      66.03              4
## 2073     113240      142        0.25    677.35      66.03              0
## 2088     115059      163        0.28    679.25      66.04              1
## 2103     116992      171        0.29    681.25      66.08              3
## 2118     118681      169        0.29    683.22      66.09              1
## 2133     120153      145        0.25    684.91      66.09              0
## 2148     121524      169        0.29    686.88      66.13              3
## 2163     122986      112        0.19    688.19      66.15              2
## 2178     124655      122        0.21    689.61      66.16              1
## 2193     126694      181        0.31    691.72      66.17              1
## 2208     128612      146        0.25    693.42      66.22              4
## 2223     130483      141        0.24    695.07      66.25              3
## 2238     132210      123        0.21    696.50      66.28              2
## 2253     133400      123        0.21    697.94      66.30              2
## 2268     134769      155        0.26    699.74      66.32              2
## 2283     136656      133        0.22    701.29      66.32              0
## 2298     138565      108        0.18    702.55      66.32              0
## 2313     140545      126        0.21    704.02      66.38              5
## 2328     142413      104        0.17    705.24      66.42              3
## 2343     144054      156        0.26    707.06      66.43              1
## 2358     145301       91        0.15    708.12      66.44              1
## 2373     146552       95        0.16    709.22      66.58             12
## 2388     148337      104        0.17    710.44      66.65              6
## 2403     150272       87        0.14    711.45      66.69              3
## 2418     152254       80        0.13    712.39      66.70              1
## 2433     154004       67        0.11    713.17      66.71              1
## 2448     155438       55        0.09    713.81      66.72              1
## 2463     156556       46        0.08    714.34      66.79              6
## 2478     157891       64        0.10    715.09      66.81              2
## 2493     159652       86        0.14    716.09      66.83              1
## 2508     161568       93        0.15    717.18      66.86              3
## 2523     163489      104        0.17    718.39      66.93              6
## 2538     165072       74        0.12    719.25      66.94              1
## 2553     166504       68        0.11    720.05      66.99              4
## 2568     167522       62        0.10    720.77      67.01              2
## 2583     168639      142        0.23    722.43      67.02              1
## 2598     170374       81        0.13    723.37      67.06              3
## 2613     172125       50        0.08    723.95      67.12              5
## 2628     173889      156        0.25    725.77      67.12              0
## 2643     175580      120        0.19    727.17      67.15              3
## 2658     176962      140        0.22    728.81      67.18              2
## 2673     178062      122        0.20    730.23      67.20              2
## 2688     179301      132        0.21    731.77      67.22              2
## 2703     181103      187        0.30    733.95      67.26              3
## 2718     182937      184        0.29    736.10      67.26              0
## 2733     185092      175        0.28    738.14      67.28              2
## 2748     187058      205        0.32    740.53      67.28              0
## 2763     188763      216        0.34    743.05      67.29              1
## 2778     190220      163        0.26    744.95      67.29              0
## 2793     191713      180        0.28    747.05      67.30              1
## 2808     193633      188        0.29    749.24      67.33              2
## 2823     196157      219        0.34    751.79      67.34              1
## 2838     198792      244        0.38    754.64      67.41              6
## 2853     201513      279        0.43    757.89      67.41              0
## 2868     203980      276        0.42    761.11      67.41              0
## 2883     206157      292        0.45    764.52      67.47              5
## 2898     208357      303        0.46    768.05      67.50              3
## 2913     211090      499        0.76    773.87      67.54              3
## 2928     214113      297        0.45    777.33      67.55              1
## 2943     217028      427        0.64    782.31      67.61              5
## 2958     220469      462        0.69    787.70      67.67              5
## 2973     223085      586        0.87    794.54      67.69              2
## 2988     225696      489        0.72    800.24      67.70              1
## 3003     228213      471        0.69    805.73      67.75              4
## 3018     231066      582        0.84    812.52      67.76              1
## 3033     234177      637        0.91    819.95      67.81              4
## 3048     237624      698        0.99    828.09      67.89              7
## 3063     240863      896        1.26    838.54      67.93              4
## 3078     243909      750        1.04    847.28      67.95              1
## 3093     246519      799        1.10    856.60      68.03              7
## 3108     249308      838        1.14    866.38      68.04              1
## 3123     252588      933        1.26    877.26      68.22             16
## 3138     255921     1052        1.40    889.53      68.31              7
## 3153     259242     1107        1.45    902.44      68.42             10
## 3168     262756     1079        1.39    915.02      68.55             11
## 3183     265857     1191        1.52    928.91      68.62              6
## 3198     268442     1364        1.71    944.82      68.80             15
## 3213     270886      900        1.11    955.31      68.88              7
## 3228     274172     1078        1.32    967.89      68.98              9
## 3243     277276     1102        1.33    980.74      69.23             21
## 3258     280814     1097        1.30    993.53      69.39             14
## 3273     283905      942        1.11   1004.52      69.43              3
## 3288     286451      843        0.98   1014.35      69.57             12
## 3303     288634      815        0.94   1023.85      69.62              5
## 3318     290591     1203        1.37   1037.88      69.71              7
## 3333     293198      969        1.09   1049.18      70.03             28
## 3348     296440     1055        1.17   1061.49      70.18             13
## 3363     299550     1279        1.41   1076.40      70.35             14
## 3378     302339     1094        1.19   1089.16      70.42              6
## 3393     304684     1038        1.11   1101.27      70.49              6
## 3408     306648      787        0.83   1110.45      70.62             11
## 3423     308792     1072        1.13   1122.95      70.84             19
## 3438     311718     1033        1.07   1135.00      71.07             20
## 3453     314620      905        0.93   1145.55      71.21             12
## 3468     317597     1009        1.03   1157.32      71.51             26
## 3483     320458      879        0.89   1167.57      71.64             11
## 3498     322875      808        0.81   1176.99      71.76             10
## 3513     325002      963        0.95   1188.22      71.98             19
## 3528     326970      929        0.91   1199.06      72.18             17
## 3543     329897     1030        1.00   1211.07      72.47             25
## 3558     332811     1108        1.07   1223.99      72.67             17
## 3573     335768     1064        1.01   1236.40      72.84             15
## 3588     338631      965        0.91   1247.65      73.15             26
## 3603     341074     1037        0.97   1259.75      73.27             11
## 3618     343039      871        0.81   1269.91      73.67             34
## 3633     345116     1029        0.94   1281.91      74.06             33
## 3648     347874     1138        1.04   1295.18      74.38             28
## 3663     350989     1133        1.02   1308.39      74.67             25
## 3678     354143     1234        1.10   1322.78      75.00             28
## 3693     357158     1397        1.23   1339.08      75.11              9
## 3708     359680     1169        1.02   1352.71      75.28             15
## 3723     361880     1162        1.00   1366.26      75.72             38
## 3738     364174     1378        1.18   1382.33      75.98             22
## 3753     367120     1365        1.15   1398.25      76.47             42
## 3768     370315     1301        1.09   1413.42      76.81             29
## 3783     373614     1448        1.19   1430.31      77.10             25
## 3798     376984     1211        0.99   1444.43      77.28             15
## 3813     379950     1218        0.98   1458.64      77.57             25
## 3828     382349      982        0.79   1470.09      77.85             24
## 3843     384734     1179        0.94   1483.84      78.25             35
## 3858     388046     1207        0.95   1497.92      78.65             34
## 3873     391537     1259        0.98   1512.60      79.00             30
## 3888     394954     1189        0.92   1526.47      79.37             32
## 3903     398306     1154        0.88   1539.93      79.64             23
## 3918     401192     1164        0.88   1553.50      79.79             13
## 3933     403599     1124        0.84   1566.61      80.32             45
## 3948     405762     1100        0.82   1579.44      80.65             28
## 3963     408975     1464        1.08   1596.51      81.02             32
## 3978     412479     1269        0.93   1611.31      81.45             37
## 3993     415967     1480        1.07   1628.57      81.88             37
## 4008     419240     1395        1.00   1644.84      82.02             12
## 4023     422166     1333        0.95   1660.39      82.29             23
## 4038     424623     1177        0.83   1674.11      82.62             28
## 4053     427129     1514        1.05   1691.77      83.09             41
## 4068     430805     1470        1.01   1708.91      83.44             30
## 4083     434470     1345        0.92   1724.60      83.77             28
## 4098     438558     2031        1.37   1748.29      84.33             48
## 4113     442209     1691        1.13   1768.01      84.61             24
## 4128     445806     1577        1.04   1786.40      84.87             22
## 4143     448648     1564        1.02   1804.64      85.29             36
## 4158     451528     1728        1.12   1824.79      85.71             36
## 4173     455336     1842        1.18   1846.27      86.09             33
## 4188     459325     1713        1.08   1866.25      86.71             53
## 4203     463574     1898        1.19   1888.39      87.18             40
## 4218     468036     1994        1.23   1911.64      87.56             33
## 4233     471777     1620        0.99   1930.53      87.85             25
## 4248     474744     1741        1.05   1950.84      88.30             38
## 4263     477788     1897        1.13   1972.96      88.79             42
## 4278     481846     1855        1.10   1994.60      89.04             22
## 4293     486027     1773        1.04   2015.27      89.46             36
## 4308     490417     2038        1.18   2039.04      89.98             44
## 4323     494617     2146        1.23   2064.07      90.22             21
## 4338     498430     2108        1.19   2088.65      90.57             30
## 4353     501609     2183        1.22   2114.11      90.90             28
## 4368     504981     2247        1.24   2140.32      91.75             73
## 4383     509181     2349        1.28   2167.71      92.28             46
## 4398     513750        0        0.00   2167.71      92.28              0
## 4413     517682     4492        2.42   2220.10      93.43             98
## 4428     520619     2291        1.20   2246.82      93.57             12
## 4443     522794     2275        1.18   2273.35      94.00             37
## 4458     525123     2381        1.22   2301.12      94.75             64
## 4473     527710     2511        1.27   2330.40      95.22             41
## 4488     531696     2819        1.41   2363.28      95.93             61
## 4503     535829     2808        1.39   2396.03      96.93             85
## 4518     539335     1986        0.97   2419.19      97.22             25
## 4533     542172     2869        1.38   2452.65      97.35             11
## 4548     544558     2546        1.21   2482.34      97.72             32
## 4563     547010     2508        1.18   2511.59      98.44             62
## 4578     550047     2641        1.23   2542.39      98.99             47
## 4593     554034     2519        1.16   2571.77      99.84             73
## 4608     558361     2588        1.17   2601.95     100.37             45
## 4623     562883     3127        1.40   2638.42     100.84             41
## 4638     567187     2588        1.14   2668.60     101.30             39
## 4653     570474     1869        0.82   2690.40     101.87             49
## 4668     573377     1934        0.84   2712.95     102.40             45
## 4683     576326     2071        0.89   2737.10     102.79             34
## 4698     580361     2132        0.91   2761.97     103.52             62
## 4713     584665     1918        0.81   2784.34     104.24             62
## 4728     588844     2225        0.93   2810.29     105.02             67
## 4743     593079     1944        0.81   2832.96     105.60             50
## 4758     596525     1434        0.59   2849.68     105.98             32
## 4773     599038     1386        0.57   2865.85     106.62             55
## 4788     601679     1502        0.61   2883.36     107.39             66
## 4803     605558     1624        0.66   2902.30     108.15             65
## 4818     609632     1631        0.66   2921.32     109.17             88
## 4833     614064     1685        0.67   2940.98     110.06             76
## 4848     618076     1457        0.58   2957.97     110.54             41
## 4863     621425     1203        0.47   2972.00     111.04             43
## 4878     623894     1166        0.46   2985.60     111.69             56
## 4893     626715     1328        0.52   3001.08     112.31             53
## 4908     630724     1368        0.53   3017.04     112.74             37
## 4923     634910     1295        0.50   3032.14     113.32             50
## 4938     638931     1367        0.53   3048.08     113.86             46
## 4953     642285     1223        0.47   3062.35     114.22             31
## 4968     645491      890        0.34   3072.73     114.59             32
## 4983     647862     1053        0.40   3085.01     115.01             36
## 4998     650579     1053        0.40   3097.29     115.45             37
## 5013     654528     1093        0.41   3110.03     115.94             42
## 5028     658157     1101        0.41   3122.87     116.31             32
## 5043     661906     1204        0.45   3136.91     116.61             26
## 5058     665686     1081        0.40   3149.52     116.99             32
## 5073     668561      853        0.32   3159.47     117.16             15
## 5088     670783      826        0.30   3169.10     117.53             32
## 5103     673331      989        0.36   3180.64     117.93             34
## 5118     677030     1121        0.41   3193.71     118.36             37
## 5133     680686      984        0.36   3205.19     118.64             24
## 5148     684368     1049        0.38   3217.42     118.97             28
## 5163     687983      910        0.33   3228.03     119.11             12
## 5178     691552      728        0.26   3236.52     119.26             13
## 5193     693795      669        0.24   3244.33     119.47             18
## 5208     696365      800        0.29   3253.66     119.59             10
## 5223     700003      900        0.32   3264.15     119.70             10
## 5238     703449      800        0.29   3273.48     119.87             14
## 5253     707185      769        0.27   3282.45     120.03             14
## 5268     710370      666        0.24   3290.22     120.20             15
## 5283     712986      805        0.29   3299.61     120.32             10
## 5298     715128      739        0.26   3308.22     120.46             12
## 5313     717764      806        0.28   3317.62     120.65             16
## 5328     721628      858        0.30   3327.63     120.83             16
## 5343     725508      815        0.29   3337.13     120.96             11
## 5358     728998      858        0.30   3347.14     121.10             12
## 5373     732428      737        0.26   3355.74     121.21              9
## 5388     735075      613        0.21   3362.89     121.31              9
## 5403     737208      588        0.20   3369.74     121.42              9
## 5418     739720      729        0.25   3378.24     121.58             14
## 5433     742978      707        0.24   3386.49     121.81             20
## 5448     746190      798        0.27   3395.80     121.93             10
## 5463     749601      749        0.26   3404.53     122.05             10
## 5478     752602      707        0.24   3412.78     122.13              7
## 5493     755151      579        0.20   3419.53     122.23              9
## 5508     757149      650        0.22   3427.11     122.37             12
## 5523     759781      792        0.27   3436.35     122.49             10
## 5538     763273      738        0.25   3444.95     122.65             14
## 5553     766692      739        0.25   3453.57     122.74              7
## 5568     770087      789        0.27   3462.77     122.86             11
## 5583     773397      674        0.23   3470.63     122.92              5
## 5598     776055      594        0.20   3477.56     123.04             10
## 5613     778182      561        0.19   3484.10     123.12              7
## 5628     780954      703        0.24   3492.30     123.26             12
## 5643     784692      702        0.23   3500.49     123.34              7
## 5658     788574      764        0.25   3509.40     123.47             11
## 5673     792300      775        0.26   3518.44     123.55              7
## 5688     795925      648        0.21   3526.00     123.61              5
## 5703     798766      712        0.24   3534.30     123.78             15
## 5718     801278      656        0.22   3541.95     123.83              4
## 5733     804313      783        0.26   3551.08     123.92              8
## 5748     808409      945        0.31   3562.10     123.97              4
## 5763     812886      950        0.31   3573.18     124.05              7
## 5778     817018     1009        0.33   3584.95     124.15              8
## 5793     820673      917        0.30   3595.64     124.16              1
## 5808     823784      891        0.29   3606.03     124.22              5
## 5823     826651      864        0.28   3616.11     124.30              7
## 5838     830461     1025        0.33   3628.06     124.40              9
## 5853     835075     1271        0.41   3642.89     124.51              9
## 5868     839875     1314        0.42   3658.21     124.57              5
## 5883     844588     1282        0.41   3673.16     124.60              3
## 5898     848962     1154        0.37   3686.62     124.71              9
## 5913     852364     1252        0.40   3701.22     124.75              4
## 5928     855323     1168        0.37   3714.84     124.80              4
## 5943     858634     1270        0.40   3729.66     124.89              8
## 5958     863116     1609        0.50   3748.42     125.00              9
## 5973     868352     1683        0.52   3768.05     125.07              6
## 5988     874095     1754        0.54   3788.50     125.22             13
## 6003     879030     1535        0.47   3806.41     125.28              5
## 6018     883407     1599        0.49   3825.05     125.30              2
## 6033     887030     1490        0.45   3842.43     125.44             12
## 6048     891009     1559        0.47   3860.61     125.52              7
## 6063     896144     1513        0.46   3878.26     125.70             15
## 6078     901516     1527        0.46   3896.07     125.78              7
## 6093     906878     1537        0.46   3913.99     125.87              8
## 6108     911679     1344        0.40   3929.67     125.97              8
## 6123     915628     1092        0.32   3942.40     126.14             15
## 6138     918839     1136        0.34   3955.65     126.33             16
## 6153     922711     1217        0.36   3969.84     126.40              6
## 6168     927606     1248        0.37   3984.40     126.48              7
## 6183     932608     1043        0.31   3996.56     126.61             11
## 6198     937555     1106        0.32   4009.46     126.76             13
## 6213     941968     1014        0.29   4021.29     126.86              9
## 6228     945368      889        0.26   4031.65     126.96              8
## 6243     948575      899        0.26   4042.14     127.07             10
## 6258     952328     1094        0.32   4054.90     127.16              7
## 6273     957770     1042        0.30   4067.05     127.27             10
## 6288     962689     1041        0.30   4079.19     127.42             13
## 6303     967470     1101        0.31   4092.03     127.50              7
## 6318     971652     1006        0.29   4103.76     127.61              9
## 6333     974919      798        0.23   4113.07     127.62              1
## 6348     978450      797        0.23   4122.36     127.81             16
## 6363     982302      915        0.26   4133.03     127.87              5
## 6378     986976      907        0.26   4143.61     127.92              5
## 6393     991677      919        0.26   4154.33     127.98              5
## 6408     996079      958        0.27   4165.50     128.06              7
## 6423     999815      960        0.27   4176.70     128.13              6
## 6438    1002799      662        0.18   4184.42     128.20              6
## 6453    1005533      660        0.18   4192.12     128.30              8
## 6468    1013950      745        0.21   4200.80     128.43             11
## 6483    1018496      781        0.22   4209.91     128.48              5
## 6498    1022999      838        0.23   4219.69     128.57              7
## 6513    1027112      760        0.21   4228.55     128.66              8
## 6528    1030756      716        0.20   4236.90     128.68              2
## 6543    1033542      551        0.15   4243.33     128.76              7
## 6558    1036155      549        0.15   4249.73     128.87              9
## 6573    1039896      584        0.16   4256.54     128.96              8
## 6588    1043916      662        0.18   4264.26     129.06              8
## 6603    1047949      752        0.21   4273.03     129.16              9
## 6618    1051396      505        0.14   4278.92     129.23              6
## 6633    1054355      477        0.13   4284.48     129.27              3
## 6648    1056529      433        0.12   4289.53     129.39             11
## 6663    1058445      346        0.09   4293.57     129.46              6
## 6678    1060826      308        0.08   4297.16     129.51              4
## 6693    1063964      436        0.12   4302.24     129.62              9
## 6708    1067371      419        0.11   4307.13     129.66              4
## 6723    1070331      410        0.11   4311.91     129.74              7
## 6738    1072825      315        0.09   4315.59     129.77              2
## 6753    1074771      276        0.07   4318.80     129.78              1
## 6768    1077305      208        0.06   4321.23     129.84              5
## 6783    1079991      288        0.08   4324.59     129.90              5
## 6798    1083443      267        0.07   4327.70     129.97              6
## 6813    1086341      279        0.08   4330.96     129.99              2
## 6828    1086341      227        0.06   4333.60     130.02              3
## 6843    1086341      179        0.05   4335.69     130.02              0
## 6858    1093192      193        0.05   4337.94     130.06              3
## 6873    1094936      149        0.04   4339.68     130.11              4
## 6888    1097647      178        0.05   4341.76     130.20              8
## 6903    1100305      189        0.05   4343.96     130.22              2
## 6918    1102933      180        0.05   4346.06     130.23              1
## 6933    1102933      182        0.05   4348.18     130.27              3
## 6948    1102933      151        0.04   4349.94     130.28              1
## 6963    1109020      123        0.03   4351.38     130.28              0
## 6978    1110837      105        0.03   4352.60     130.34              5
## 6993    1113506      153        0.04   4354.39     130.35              1
## 7008    1116579      161        0.04   4356.26     130.36              1
## 7023    1119195      127        0.03   4357.75     130.39              2
## 7038    1119195      160        0.04   4359.61     130.49              9
## 7053    1119195      103        0.03   4360.81     130.51              2
## 7068    1125322       90        0.02   4361.86     130.51              0
## 7083    1127276       84        0.02   4362.84     130.56              4
## 7098    1129957      127        0.03   4364.32     130.60              3
## 7113    1132509       96        0.03   4365.44     130.64              4
## 7128    1134624       88        0.02   4366.47     130.64              0
## 7143    1134624        0        0.00   4366.47     130.64              0
## 7158    1134624        0        0.00   4366.47     130.64              0
## 7173    1140110      254        0.07   4369.43     130.65              1
## 7188    1141902       71        0.02   4370.26     130.70              4
## 7203    1144442      126        0.03   4371.73     130.74              3
## 7218    1146553       93        0.02   4372.81     130.78              4
## 7233    1148537       69        0.02   4373.62     130.82              3
## 7248    1148537        0        0.00   4373.62     130.82              0
## 7263    1148537      127        0.03   4375.10     130.82              0
## 7278    1152773       49        0.01   4375.67     130.83              1
## 7293    1154628       67        0.02   4376.45     130.83              0
## 7308    1156539      103        0.03   4377.65     130.84              1
## 7323    1158599       64        0.02   4378.40     130.96             10
## 7338    1160537      287        0.08   4381.75     130.97              1
## 7353    1160537        0        0.00   4381.75     130.97              0
## 7368    1160537      147        0.04   4383.46     130.98              1
## 7383    1165681       52        0.01   4384.07     130.98              0
## 7398    1174873       54        0.01   4384.70     130.98              0
## 7413    1176726       75        0.02   4385.57     130.98              0
## 7428    1178733       65        0.02   4386.33     130.99              1
## 7443    1180466       83        0.02   4387.30     131.03              3
## 7458    1180466        0        0.00   4387.30     131.03              0
## 7473    1180466      138        0.04   4388.91     131.03              0
## 7488    1185246        0        0.00   4388.91     131.03              0
## 7503    1186672        0        0.00   4388.91     131.03              0
## 7518    1188402        0        0.00   4388.91     131.03              0
## 7533    1190173       99        0.03   4390.06     131.06              3
## 7548    1191967      101        0.03   4391.24     131.07              1
## 7563    1191967        0        0.00   4391.24     131.07              0
## 7578    1191967      223        0.06   4393.84     131.07              0
## 7593    1196677       75        0.02   4394.72     131.09              1
## 7608    1197908       73        0.02   4395.57     131.09              0
## 7623    1199514      133        0.04   4397.12     131.09              0
## 7638    1201201      138        0.04   4398.73     131.09              0
## 7653    1202905      125        0.03   4400.19     131.09              0
## 7668    1204697        0        0.00   4400.19     131.09              0
## 7683    1206343      347        0.09   4404.23     131.09              0
## 7698    1207699      154        0.04   4406.03     131.09              0
## 7713    1209029      175        0.05   4408.07     131.09              0
## 7728    1210840      184        0.05   4410.21     131.09              0
## 7743    1212819      305        0.08   4413.77     131.09              0
## 7758    1214940      218        0.06   4416.31     131.10              1
## 7773    1214940        0        0.00   4416.31     131.10              0
## 7788    1214940      509        0.13   4422.25     131.10              0
## 7803    1220615      250        0.07   4425.17     131.10              0
## 7818    1222140      234        0.06   4427.89     131.10              0
## 7833    1224224      365        0.10   4432.15     131.10              0
## 7848    1226313      369        0.10   4436.46     131.10              0
## 7863    1228458      426        0.11   4441.42     131.10              0
## 7878    1228458      433        0.11   4446.47     131.11              1
## 7893    1228458      321        0.08   4450.22     131.11              0
## 7908    1234333      409        0.11   4454.99     131.11              0
## 7923    1236285      323        0.08   4458.75     131.11              0
## 7938    1238373      436        0.11   4463.84     131.52             35
## 7953    1240595      436        0.11   4468.92     131.52              0
## 7968    1242889      527        0.14   4475.07     131.54              2
## 7983    1245105      563        0.15   4481.64     131.54              0
## 7998    1247062      463        0.12   4487.03     131.55              1
## 8013    1248823      376        0.10   4491.42     131.55              0
## 8028    1250300      345        0.09   4495.44     131.59              3
## 8043    1252481      550        0.14   4501.86     131.60              1
## 8058    1254859      603        0.16   4508.89     131.61              1
## 8073    1257218      612        0.16   4516.03     131.61              0
## 8088    1259607      604        0.16   4523.07     131.61              0
## 8103    1261792      579        0.15   4529.82     131.61              0
## 8118    1263712      386        0.10   4534.33     131.61              0
## 8133    1265754      425        0.11   4539.28     131.62              1
## 8148    1263818      690        0.18   4531.52     131.19              2
## 8163    1266540      699        0.18   4539.64     131.20              1
## 8178    1269021      750        0.19   4548.36     131.22              2
## 8193    1271566      666        0.17   4556.10     131.25              2
## 8208    1273869      778        0.20   4565.14     131.25              0
## 8223    1275858      530        0.13   4571.30     131.25              0
## 8238    1277803      515        0.13   4577.28     131.25              0
## 8253    1280170      600        0.15   4584.26     131.28              3
## 8268    1283099      703        0.18   4592.43     131.29              1
## 8283    1286264      879        0.22   4602.64     131.34              4
## 8298    1289494      995        0.25   4614.20     131.37              3
## 8313    1292449      757        0.19   4623.00     131.37              0
## 8328    1295058      639        0.16   4630.43     131.38              1
## 8343    1297614      633        0.16   4637.79     131.47              7
## 8358    1300823      785        0.20   4646.91     131.48              1
## 8373    1304561      782        0.20   4656.00     131.50              2
## 8388    1308257      837        0.21   4665.72     131.54              3
## 8403    1312099      821        0.20   4675.27     131.57              3
## 8418    1315423      742        0.18   4683.89     131.62              4
## 8433    1318319      679        0.17   4691.78     131.63              1
## 8448    1321075      587        0.15   4698.60     131.73              9
## 8463    1324514      683        0.17   4706.54     131.79              5
## 8478    1328144      754        0.19   4715.30     131.87              7
## 8493    1332346      701        0.17   4723.45     131.90              2
## 8508    1336147      795        0.20   4732.69     131.95              5
## 8523    1339776      719        0.18   4741.05     131.98              2
## 8538    1342572      519        0.13   4747.08     131.98              0
## 8553    1345221      469        0.11   4752.53     132.05              6
## 8568    1348398      594        0.15   4759.43     132.13              7
## 8583    1352116      655        0.16   4767.04     132.15              2
## 8598    1356129      643        0.16   4774.52     132.22              6
## 8613    1359713      640        0.16   4781.95     132.28              5
## 8628    1362987      499        0.12   4787.75     132.29              1
## 8643    1365630      402        0.10   4792.43     132.36              6
## 8658    1368330      436        0.11   4797.49     132.45              8
## 8673    1371517      506        0.12   4803.37     132.49              3
## 8688    1375356      624        0.15   4810.63     132.55              5
## 8703    1379025      643        0.16   4818.10     132.61              5
## 8718    1383001      602        0.15   4825.09     132.63              2
## 8733    1386329      612        0.15   4832.21     132.66              3
## 8748    1388921      480        0.12   4837.79     132.72              5
## 8763    1391224      409        0.10   4842.54     132.74              2
## 8778    1393964      512        0.12   4848.49     132.83              7
## 8793    1397406      644        0.15   4855.97     132.85              2
## 8808    1401335      676        0.16   4863.83     132.92              6
## 8823    1405070      679        0.16   4871.72     132.95              3
## 8838    1408327      532        0.13   4877.90     133.00              4
## 8853    1411064      410        0.10   4882.67     133.06              5
## 8868    1413768      342        0.08   4886.64     133.10              4
## 8883    1416969      458        0.11   4891.97     133.13              2
## 8898    1420639      428        0.10   4896.94     133.16              3
## 8913    1424014      434        0.10   4901.98     133.26              8
## 8928    1427257      451        0.11   4907.23     133.30              4
## 8943    1430258      429        0.10   4912.21     133.33              2
## 8958    1432827      324        0.08   4915.98     133.38              5
## 8973    1435450      340        0.08   4919.93     133.43              4
## 8988    1438432      478        0.11   4925.48     133.48              4
## 9003    1442166      478        0.11   4931.04     133.53              5
## 9018    1445501      511        0.12   4936.98     133.55              1
## 9033    1448823      591        0.14   4943.85     133.57              2
## 9048    1451719      567        0.13   4950.44     133.58              1
## 9063    1454234      497        0.12   4956.21     133.60              2
## 9078    1456960      490        0.11   4961.91     133.67              6
## 9093    1459979      525        0.12   4968.01     133.77              8
## 9108    1464114      588        0.14   4974.84     133.77              0
## 9123    1467455      571        0.13   4981.48     133.78              1
## 9138    1471039      688        0.16   4989.47     133.83              4
## 9153    1474193      545        0.13   4995.81     133.86              3
## 9168    1477360      531        0.12   5001.98     133.91              4
## 9183    1479925      545        0.13   5008.31     133.98              6
## 9198    1483050      672        0.16   5016.12     133.99              1
## 9213    1487026      663        0.15   5023.83     134.03              4
## 9228    1490460      716        0.17   5032.15     134.06              2
## 9243    1493766      715        0.17   5040.46     134.13              6
## 9258    1496997      634        0.15   5047.83     134.17              4
## 9273    1499588      509        0.12   5053.74     134.19              1
## 9288    1502039      517        0.12   5059.75     134.21              2
## 9303    1505170      718        0.16   5068.10     134.21              0
## 9318    1511049      720        0.17   5076.46     134.23              2
## 9333    1514647      745        0.17   5085.12     134.26              2
## 9348    1518050      815        0.19   5094.59     134.29              3
## 9363    1521010      707        0.16   5102.81     134.33              3
## 9378    1523767      692        0.16   5110.85     134.35              2
## 9393    1526396      699        0.16   5118.98     134.41              5
## 9408    1529667      882        0.20   5129.23     134.42              1
## 9423    1533830      902        0.20   5139.71     134.48              5
## 9438    1537549     2339        0.53   5166.89     134.48              0
## 9453    1541514     1171        0.26   5180.50     134.51              3
## 9468    1545120      875        0.20   5190.67     134.51              0
## 9483    1547945      756        0.17   5199.46     134.53              2
## 9498    1550776      784        0.18   5208.57     134.57              3
## 9513    1554251     1196        0.27   5222.47     134.59              2
## 9528    1558383     1146        0.26   5235.79     134.62              2
## 9543    1562571     1355        0.30   5251.53     134.64              2
## 9558    1566724     1512        0.33   5269.11     134.65              1
## 9573    1570712     1256        0.28   5283.70     134.66              1
## 9588    1574137     1189        0.26   5297.52     134.69              2
## 9603    1577555     1234        0.27   5311.86     134.74              5
## 9618    1581204     1367        0.30   5327.75     134.77              2
## 9633    1585351     1807        0.39   5348.75     134.78              1
## 9648    1590005     2013        0.44   5372.15     134.85              6
## 9663    1594597     1982        0.43   5395.18     134.89              4
## 9678    1599082     1753        0.38   5415.55     134.91              1
## 9693    1603041     1628        0.35   5434.47     134.94              3
## 9708    1607142     1747        0.37   5454.78     135.02              7
## 9723    1611404     2386        0.51   5482.51     135.07              4
## 9738    1616438     2736        0.58   5514.30     135.13              5
## 9753    1621542     3768        0.79   5558.09     135.21              7
## 9768    1627034     3631        0.76   5600.29     135.23              2
## 9783    1632513     3846        0.80   5644.99     135.27              3
## 9798    1637881     4571        0.94   5698.11     135.30              3
## 9813    1643307     5043        1.03   5756.72     135.39              8
## 9828    1648912     6361        1.28   5830.65     135.42              2
## 9843    1655251     9397        1.87   5939.86     135.49              6
## 9858    1663359        0        0.00   5939.86     135.49              0
## 9873    1670080        0        0.00   5939.86     135.49              0
## 9888    1676398        0        0.00   5939.86     135.49              0
## 9903    1681483    35342        6.91   6350.60     135.71             19
## 9918    1686208    12833        2.35   6499.74     135.88             15
## 9933    1691675    13149        2.35   6652.56     136.00             10
## 9948    1697683    14188        2.48   6817.45     136.10              9
## 9963    1697683    16461        2.81   7008.76     136.25             13
## 9978    1697683    17122        2.84   7207.74     136.35              8
## 9993    1697683    15845        2.55   7391.89     136.50             13
## 10008   1697683    15293        2.40   7569.62     136.67             15
## 10023   1729006    14494        2.23   7738.07     136.92             21
## 10038   1734476    14486        2.18   7906.43     137.37             39
## 10053   1740724    15874        2.33   8090.91     137.67             26
## 10068   1747591    16176        2.32   8278.91     137.99             27
## 10083   1747591    15928        2.24   8464.02     138.50             44
## 10098   1747591    11007        1.51   8591.94     138.76             23
## 10113   1764429    10573        1.43   8714.82     139.07             26
## 10128   1769354     8710        1.16   8816.04     139.79             62
## 10143   1773440     8351        1.10   8913.10     140.39             52
## 10158   1778151     8793        1.15   9015.29     140.91             45
## 10173   1782664     7382        0.95   9101.08     141.71             68
## 10188   1782664     6705        0.86   9179.00     142.82             96
## 10203   1782664     5946        0.75   9248.11     143.06             21
## 10218   1795767     5400        0.68   9310.87     143.69             54
## 10233   1800726     5143        0.64   9370.64     144.73             89
## 10248   1804391     6123        0.76   9441.80     145.75             88
## 10263   1808707     6528        0.80   9517.66     146.89             98
## 10278   1813040     5995        0.73   9587.34     147.57             59
## 10293   1813040     5547        0.67   9651.80     148.36             68
## 10308   1813040     5141        0.62   9711.55     148.75             33
## 10323   1819309     2807        0.34   9744.17     149.35             52
## 10338   1821694     2977        0.36   9778.77     150.34             85
## 10353   1824872     4150        0.49   9827.00     151.19             73
## 10368   1828503     3956        0.47   9872.98     151.84             56
## 10383   1831892     3600        0.42   9914.82     152.40             48
## 10398   1831892     3510        0.41   9955.61     153.16             66
## 10413   1831892     2838        0.33   9988.59     153.29             11
## 10428   1841260     2423        0.28  10016.75     153.68             33
## 10443   1843560     2730        0.32  10048.48     154.41             63
## 10458   1846476     3816        0.44  10092.83     154.99             50
## 10473   1849838     3592        0.41  10134.58     155.48             42
##       percentdeath numtestedtoday numteststoday numrecoveredtoday percentactive
## 30            0.00             NA            NA                NA        100.00
## 34            0.00             NA            NA                NA        100.00
## 38            0.00             NA            NA                NA        100.00
## 42            0.00             NA            NA                NA        100.00
## 46            0.00             NA            NA                NA        100.00
## 50            0.00             NA            NA                NA        100.00
## 55            0.00             NA            NA                NA        100.00
## 63            0.00            556            NA                NA        100.00
## 78            0.00            184           131                NA        100.00
## 93            0.00              0           216                NA        100.00
## 108           0.00            844           337                NA        100.00
## 123           0.00            753           279                NA        100.00
## 138           0.00            792           672                NA        100.00
## 153           0.00           1741           775                NA        100.00
## 168           1.35           1010          1104                NA         98.65
## 183           0.83            877          1494                NA         99.17
## 198           0.72           1782          1471                NA         99.28
## 213           1.81              0          3106                NA         98.19
## 228           1.81              0          3591                NA         98.19
## 243           0.64              0          4150                NA         99.36
## 258           0.39           6532          3883                NA         99.61
## 273           0.45          12757          4803                NA         99.55
## 288           0.49           5483          3818                 2         99.39
## 303           0.89           1045          5297                27         97.67
## 318           0.88          11731          5993                 0         97.96
## 333           0.77           6117          6394                 0         98.20
## 348           0.73           7511          5964                 0         98.43
## 363           0.74           7825          7313                 0         98.56
## 378           0.72           2171          8062                 0         98.66
## 393           0.65           4831          7259               195         95.29
## 408           1.00           9028          6364                NA         99.00
## 423           1.07           6657          6794                NA         98.93
## 438           1.18           5728          7091                 0         98.82
## 453           1.41           4158          5020               611         91.47
## 468           1.61           4413          3597                NA         98.39
## 483           1.74           4744          4458                NA         98.26
## 498           1.98           4095          5118                NA         98.02
## 513           2.06           4852          4430                NA         97.94
## 528           2.35           4898          5372                NA         97.65
## 543           2.55           3656          5069                NA         97.45
## 558           2.66           4799          5259                NA         97.34
## 573           3.05           5881          6085                NA         96.95
## 588           3.28           5723          6921                NA         96.72
## 603           3.97           5397          6567                NA         96.03
## 618           4.10           5151          6295                NA         95.90
## 633           4.59           5048          6137              3315         76.49
## 648           4.78           4778          5818               240         75.86
## 663           4.86           4253          5344               292         75.23
## 678           5.17           3719          4928               201         74.71
## 693           5.41           4528          4802               243         74.12
## 708           5.69           4785          5323               193         73.78
## 723           5.93           4799          6600               240         73.19
## 738           6.21           5133          6350               333         72.05
## 753           6.28           4812          6362               285         71.56
## 768           6.40           4595          6096               175         71.52
## 783           6.53           4300          5709               324         70.79
## 798           6.62           4507          5326               207         70.64
## 813           6.75           5068          6452               251         70.38
## 828           7.06           5320          7125               401         69.55
## 843           7.20           5464          6957               265         69.31
## 858           6.92           6033          7508               293         70.30
## 873           6.99           4272          6793               320         69.78
## 888           7.18           4105          5958               345         69.11
## 903           7.31          11413          4965               361         68.56
## 918           7.47           9140          7256               389         67.92
## 933           7.54           6650          8066               255         67.76
## 948           7.53          10343          7834               340         67.41
## 963           7.76           1602          8172               258         66.98
## 978           7.83           5850          7523               177         66.94
## 993           7.98           6649          7356               353         66.38
## 1008          8.06           5640          6334               414         65.72
## 1023          8.23           6401          8464               359         65.18
## 1038          8.21           7939          9139               210         65.14
## 1053          8.26           8604         10014               419         64.58
## 1068          8.30           8310         10311               296         64.32
## 1083          8.24           7450         10679               291         64.15
## 1098          8.25           5870          8530               452         63.47
## 1113          8.30           5582          6758               325         63.06
## 1128          8.35           7488          8982               505         62.35
## 1143          8.38           7456         10134               492         61.67
## 1158          8.41           9192         11782               225         61.60
## 1173          8.40           9241         12165               287         61.37
## 1188          8.48           9557         12091               323         60.98
## 1203          8.52           6157         10832               345         60.62
## 1218          8.60           6284          7180               320         60.22
## 1233          8.66           7076         10063               299         59.92
## 1248          8.69           8661         12086               290         59.65
## 1263          8.76          11099         12029               162         59.51
## 1278          9.09           7904         11891               276         58.90
## 1293          9.08           7983         11599               251         58.60
## 1308          9.13           5535          8369               206         58.30
## 1323          9.24           6244          7046               295         57.81
## 1338          9.37           6706          9560               238         57.38
## 1353          9.42           7595         10078               428         56.68
## 1368          9.44           6875          9367               648         55.57
## 1383          9.42           7235         10587               302         55.17
## 1398          9.40           4905          7996               280         54.80
## 1413          9.46           3847          5717               367         54.14
## 1428          9.53           4826          5580               480         53.28
## 1443          9.54           5506          8716               458         52.50
## 1458          9.59           5396          7938               524         51.61
## 1473          9.65           5416          7780               458         50.81
## 1488          9.68           6005          8983               461         50.02
## 1503          9.70           4106          6897               471         49.21
## 1518          9.73           3266          4675               137         48.99
## 1533          9.76           4888          5336               199         48.68
## 1548          9.82           5685          8521               205         48.34
## 1563          9.85           6347          8812               218         48.03
## 1578          9.89           6187          9052               229         47.67
## 1593          9.89              0          8602               121         47.52
## 1608          9.88              0          7544               184         47.25
## 1623          9.88          13112          4990               114         47.08
## 1638          9.90           4533          5024                90         46.94
## 1653          9.89           4481          7853                76         46.92
## 1668          9.89              0          8098                 0         46.92
## 1683          9.89              0          6346                 0         46.92
## 1698          9.89              0          8920                 0         46.92
## 1713          9.90          11230          7702               816         45.68
## 1728          9.92          15606          5673               196         45.36
## 1743          9.92              0          5698                 0         45.36
## 1758          9.97          10822          8322               236         45.00
## 1773          9.99           5540          8239               124         44.83
## 1788          9.98           5411          6645               122         44.70
## 1803          9.98              0          7829                66         44.65
## 1818          9.97              0          6280                32         44.66
## 1833          9.98          22161          5328                80         44.55
## 1848          9.99           4676          6480                76         44.48
## 1863          9.98           7553          8443                82         44.46
## 1878          9.97           7152         10306                59         44.44
## 1893          9.96           8095         11576                98         44.35
## 1908          9.96              0         10658                89         44.29
## 1923          9.94              0          9995                49         44.30
## 1938          9.93          20731          7701               114         44.20
## 1953          9.91           7442          9107                72         44.19
## 1968          9.91           9129         11552               156         44.04
## 1983          9.88           9902         13383             23686          2.72
## 1998          9.87          11082         13975                88          2.83
## 2013          9.84           8427         15314                23          3.06
## 2028          9.82           9506         13823               140          3.07
## 2043          9.79          10406         10826               108          3.18
## 2058          9.77           9443         10958                75          3.28
## 2073          9.75              0         14146               132          3.29
## 2088          9.72         -20682         15595               110          3.37
## 2103          9.70          10703         16572                88          3.50
## 2118          9.67          10533         14486               109          3.59
## 2133          9.65           9447         12624                74          3.70
## 2148          9.63           8934         11748                 0          3.97
## 2163          9.61           9822         12537                 0          4.15
## 2178          9.59          10815         14312                 0          4.35
## 2193          9.57          12353         17482                 0          4.64
## 2208          9.55          11352         16454                 0          4.87
## 2223          9.53          10716         16035                 0          5.09
## 2238          9.52           8845         14812                 0          5.28
## 2253          9.50           7386         10203                 0          5.47
## 2268          9.48          10095         11741                 0          5.71
## 2283          9.46          11239         16178                 0          5.92
## 2298          9.44           9652         16369                 0          6.09
## 2313          9.43           6494         16976                 0          6.28
## 2328          9.42          13036         16016                 0          6.43
## 2343          9.40           7769         14072              2155          3.12
## 2358          9.38           6031         10694                94          3.11
## 2373          9.39           4206         10724               135          3.02
## 2388          9.38          12606         15311               171          2.89
## 2403          9.37           7882         16593               157          2.77
## 2418          9.36          19651         16994               111          2.71
## 2433          9.35           9179         15003               138          2.59
## 2448          9.35           7958         12292                83          2.54
## 2463          9.35           6578          9589               153          2.35
## 2478          9.34           8032         11447               155          2.20
## 2493          9.33           9828         15105               145          2.10
## 2508          9.32          17473         16422                89          2.10
## 2523          9.32           9102         16479               104          2.08
## 2538          9.31          10409         13571               106          2.03
## 2553          9.30           6021         12281                79          2.00
## 2568          9.30           5841          8727                89          1.95
## 2583          9.28           7575          9572                72          2.06
## 2598          9.27           5871         14882                86          2.04
## 2613          9.27          13800         15016                98          1.96
## 2628          9.25           9325         15126               129          2.00
## 2643          9.23           7521         14498                65          2.08
## 2658          9.22           6997         11848                53          2.21
## 2673          9.20           6167          9434                85          2.26
## 2688          9.19           8820         10618                77          2.34
## 2703          9.16           8939         15454               100          2.46
## 2718          9.14           9757         15724               109          2.58
## 2733          9.11          10572         18480                86          2.71
## 2748          9.09          10356         16856                61          2.92
## 2763          9.06           8060         14621                89          3.11
## 2778          9.03           8392         12497               202          3.04
## 2793          9.01           9058         12800               238          2.94
## 2808          8.99          12374         16461               224          2.87
## 2823          8.96          18789         21644               219          2.86
## 2838          8.93          15421         22598               211          2.89
## 2853          8.89          14045         23328               214          2.98
## 2868          8.86          12351         21153               160          3.15
## 2883          8.82          13753         18671               200          3.27
## 2898          8.79          17925         18857               176          3.44
## 2913          8.73          16494         23440               208          3.85
## 2928          8.69          16672         25917               206          3.97
## 2943          8.64          18183         24994               272          4.16
## 2958          8.59          17574         29510               306          4.36
## 2973          8.52          14358         22431               335          4.69
## 2988          8.46          16177         22388               319          4.90
## 3003          8.41          14770         21581               236          5.20
## 3018          8.34          19051         24465               257          5.62
## 3033          8.27          16527         26675               313          6.03
## 3048          8.20          18187         29552               404          6.37
## 3063          8.10          16838         27777               469          6.88
## 3078          8.02          14992         26112               500          7.15
## 3093          7.94          15533         22383               466          7.52
## 3108          7.85          16405         23918               469          7.93
## 3123          7.78          15953         28120               580          8.28
## 3138          7.68          16040         28577               539          8.83
## 3153          7.58          16725         28481               795          9.09
## 3168          7.49          16087         30128               826          9.27
## 3183          7.39          14730         26591               876          9.52
## 3198          7.28          12576         22166               853          9.98
## 3213          7.21          13008         20955               702         10.10
## 3228          7.13          16980         28173               850         10.23
## 3243          7.06          15025         26618              1001         10.19
## 3258          6.98          15896         30337              1110         10.03
## 3273          6.91          13705         26503              1143          9.68
## 3288          6.86          10791         21832              1018          9.38
## 3303          6.80              0         18719               877          9.21
## 3318          6.72          22045         16782               749          9.59
## 3333          6.67              0         22354               984          9.44
## 3348          6.61          24995         27797              1045          9.33
## 3363          6.54          12756         26665              1090          9.39
## 3378          6.47          11209         23915               957          9.42
## 3393          6.40           9279         20107               970          9.38
## 3408          6.36           8744         16842               939          9.13
## 3423          6.31          10969         18389               799          9.29
## 3438          6.26          11829         25084               766          9.45
## 3453          6.22          11960         24881               759          9.50
## 3468          6.18           9892         25532              1027          9.36
## 3483          6.14          10673         24533              1009          9.13
## 3498          6.10          10158         20718               994          8.87
## 3513          6.06           8643         18238               964          8.76
## 3528          6.02          10504         16880               852          8.74
## 3543          5.98           9968         25099               804          8.85
## 3558          5.94          11301         24983              1150          8.70
## 3573          5.89           9771         25354               984          8.67
## 3588          5.86           7818         24553               912          8.62
## 3603          5.82          10438         20946               908          8.65
## 3618          5.80              0         16848               920          8.50
## 3633          5.78          -2097         17808               785          8.61
## 3648          5.74          10455         23654               783          8.82
## 3663          5.71          10280         26709              1072          8.76
## 3678          5.67          10484         27038               875          8.96
## 3693          5.61          11128         25857               958          9.22
## 3708          5.57           9174         21625               951          9.31
## 3723          5.54          10093         18865               981          9.34
## 3738          5.50           8799         19672               843          9.66
## 3753          5.47          10974         25259               843          9.95
## 3768          5.43          11513         27391              1162          9.93
## 3783          5.39          11492         28291              1099         10.08
## 3798          5.35          10846         28897              1180         10.00
## 3813          5.32          10472         25428              1150          9.93
## 3828          5.30           9361         20575              1328          9.56
## 3843          5.27          10171         20448              1299          9.35
## 3858          5.25          11552         28396              1175          9.26
## 3873          5.22          10823         29939              1526          8.94
## 3888          5.20          10488         29297              1408          8.67
## 3903          5.17           9710         28746              1351          8.43
## 3918          5.14           9264         24746              1282          8.26
## 3933          5.13           7745         20633              1257          8.05
## 3948          5.11           8288         18546               927          8.10
## 3963          5.07              0         27556               940          8.37
## 3978          5.05          21587         30044              1236          8.29
## 3993          5.03          10264         29903              1179          8.39
## 4008          4.99           9360         28064              1108          8.50
## 4023          4.96           8655         25095              1163          8.53
## 4038          4.93           8376         21068              1023          8.54
## 4053          4.91           9764         21485               997          8.78
## 4068          4.88          11594         31525               982          9.01
## 4083          4.86          10981         31424              1370          8.89
## 4098          4.82          11322         35048              1279          9.24
## 4113          4.79          10235         31308              1190          9.45
## 4128          4.75          12046         30845              1279          9.53
## 4143          4.73           9813         24371              1276          9.60
## 4158          4.70          10169         24694              1119          9.86
## 4173          4.66          11552         32649              1218         10.12
## 4188          4.65          11902         34204              1736          9.96
## 4203          4.62          11730         36429              1624          9.99
## 4218          4.58          12502         38267              1580         10.10
## 4233          4.55           9900         32077              1495         10.06
## 4248          4.53          11592         25437              1549         10.05
## 4263          4.50           9999         26100              1274         10.28
## 4278          4.46          11943         34802              1364         10.44
## 4293          4.44          11165         35847              1866         10.26
## 4308          4.41          11476         37641              1847         10.23
## 4323          4.37          11533         36011              1799         10.29
## 4338          4.34          10456         32694              1825         10.31
## 4353          4.30           9879         27266              1804         10.38
## 4368          4.29          10758         28910              1602         10.56
## 4383          4.26              0         36011              1926         10.63
## 4398          4.26              0         39176                 0         10.63
## 4413          4.21              0         33717                 0         12.69
## 4428          4.16          12235         25182              5962         10.62
## 4443          4.13          34529         18651              1903         10.67
## 4458          4.12           6848         19974              1995         10.71
## 4473          4.09           7966         22181              1984         10.82
## 4488          4.06              0         34175              2002         11.04
## 4503          4.05              0         35438                 0         12.21
## 4518          4.02           9405         30064                 0         13.04
## 4533          3.97              0         24324              7409         10.70
## 4548          3.94          32098         20461              1749         10.93
## 4563          3.92           7433         21026              1397         11.29
## 4578          3.89           8431         26037              2302         11.29
## 4593          3.88           9849         34188              2092         11.32
## 4608          3.86           9991         37107              2941         11.01
## 4623          3.82          10248         38772              3042         10.88
## 4638          3.80          10312         36902              2684         10.69
## 4653          3.79           7633         28187              2275         10.41
## 4668          3.77           7815         24894              1982         10.28
## 4683          3.76           8692         25282              2246         10.10
## 4698          3.75           8955         34603              2575          9.80
## 4713          3.74           8471         36907              3193          9.16
## 4728          3.74           9590         35830              2430          8.96
## 4743          3.73           9270         36314              2644          8.58
## 4758          3.72           7600         29551              2317          8.16
## 4773          3.72           6480         21540              2250          7.74
## 4788          3.72           7554         22648              2017          7.46
## 4803          3.73           8900         33263              1735          7.34
## 4818          3.74           8857         34931              2040          7.09
## 4833          3.74              0         38003              1878          6.94
## 4848          3.74              0         34405              1970          6.68
## 4863          3.74              0         28711              1672          6.45
## 4878          3.74              0         21175              1916          6.10
## 4893          3.74              0         24186              1418          6.02
## 4908          3.74              0         34374              1547          5.90
## 4923          3.74              0         35893              1748          5.68
## 4938          3.74              0         34476              1572          5.55
## 4953          3.73              0         28766              1560          5.39
## 4968          3.73             NA         27485              1435          5.15
## 4983          3.73             NA         20335              1454          4.96
## 4998          3.73             NA         23296              1155          4.89
## 5013          3.73             NA         33863              1077          4.86
## 5028          3.72             NA         31117              1570          4.65
## 5043          3.72             NA         32147              1356          4.57
## 5058          3.71             NA         32412              1417          4.41
## 5073          3.71             NA         24649              1249          4.25
## 5088          3.71             NA         19054              1291          4.05
## 5103          3.71             NA         21845               968          4.03
## 5118          3.71             NA         31720              1031          4.03
## 5133          3.70             NA         31349              1350          3.88
## 5148          3.70             NA         31571              1145          3.82
## 5163          3.69             NA         30995              1124          3.72
## 5178          3.68             NA         30606              1164          3.55
## 5193          3.68             NA         19228              1108          3.38
## 5208          3.68             NA         22040               874          3.34
## 5223          3.67             NA         31195               829          3.35
## 5238          3.66             NA         29542              1184          3.20
## 5253          3.66             NA         32036              1077          3.08
## 5268          3.65             NA         27310              1031          2.93
## 5283          3.65             NA         22431               960          2.87
## 5298          3.64             NA         18370               959          2.78
## 5313          3.64             NA         22598               682          2.81
## 5328          3.63             NA         33133               741          2.84
## 5343          3.62             NA         33274              1006          2.76
## 5358          3.62             NA         29927               760          2.78
## 5373          3.61             NA         29410               885          2.72
## 5388          3.61             NA         22690               834          2.63
## 5403          3.60             NA         18291               792          2.55
## 5418          3.60             NA         21540               752          2.53
## 5433          3.60             NA         27939               645          2.54
## 5448          3.59             NA         27540               877          2.50
## 5463          3.58             NA         29250               815          2.47
## 5478          3.58             NA         25728               814          2.43
## 5493          3.57             NA         21862               737          2.36
## 5508          3.57             NA         17132               806          2.30
## 5523          3.56             NA         22562               583          2.36
## 5538          3.56             NA         29945               553          2.42
## 5553          3.55             NA         29315               751          2.40
## 5568          3.55             NA         29116               741          2.41
## 5583          3.54             NA         28375               800          2.36
## 5598          3.54             NA         22797               725          2.31
## 5613          3.53             NA         18236               681          2.26
## 5628          3.53             NA         23772               611          2.28
## 5643          3.52             NA         32045               646          2.29
## 5658          3.52             NA         33289               785          2.28
## 5673          3.51             NA         31953               725          2.29
## 5688          3.51             NA         31079               737          2.25
## 5703          3.50             NA         24360               742          2.23
## 5718          3.50             NA         21542               665          2.22
## 5733          3.49             NA         26024               599          2.27
## 5748          3.48             NA         35120               686          2.35
## 5763          3.47             NA         38385               752          2.40
## 5778          3.46             NA         35434               748          2.48
## 5793          3.45             NA         31343               695          2.54
## 5808          3.44             NA         26671               737          2.58
## 5823          3.44             NA         24581               726          2.62
## 5838          3.43             NA         32669               616          2.74
## 5853          3.42             NA         39566               742          2.89
## 5868          3.41             NA         41159               919          3.01
## 5883          3.39             NA         40413               993          3.08
## 5898          3.38             NA         37501               893          3.15
## 5913          3.37             NA         29174               943          3.24
## 5928          3.36             NA         25375               988          3.28
## 5943          3.35             NA         28383               914          3.38
## 5958          3.33             NA         38434               943          3.56
## 5973          3.32             NA         44894              1230          3.68
## 5988          3.31             NA         49250              1269          3.81
## 6003          3.29             NA         42316              1299          3.86
## 6018          3.28             NA         37531              1228          3.95
## 6033          3.26             NA         31064              1196          4.02
## 6048          3.25             NA         34116              1145          4.13
## 6063          3.24             NA         44034              1140          4.22
## 6078          3.23             NA         46060              1597          4.17
## 6093          3.22             NA         45973              1702          4.10
## 6108          3.21             NA         41172              1654          3.99
## 6123          3.20             NA         33855              1675          3.80
## 6138          3.19             NA         27538              1608          3.65
## 6153          3.18             NA         33200              1354          3.59
## 6168          3.17             NA         41971              1338          3.55
## 6183          3.17             NA         42890              1626          3.36
## 6198          3.16             NA         42422              1365          3.27
## 6213          3.15             NA         37839              1419          3.14
## 6228          3.15             NA         29147              1355          3.00
## 6243          3.14             NA         27504              1250          2.89
## 6258          3.14             NA         32182              1143          2.86
## 6273          3.13             NA         46658              1031          2.85
## 6288          3.12             NA         42183              1309          2.77
## 6303          3.12             NA         40992              1188          2.73
## 6318          3.11             NA         35863              1151          2.68
## 6333          3.10             NA         28010              1064          2.60
## 6348          3.10             NA         30279              1047          2.52
## 6363          3.09             NA         33030               907          2.51
## 6378          3.09             NA         40078               890          2.51
## 6393          3.08             NA         40305              1084          2.45
## 6408          3.07             NA         37746              1033          2.42
## 6423          3.07             NA         32031              1090          2.38
## 6438          3.06             NA         25585              1032          2.27
## 6453          3.06             NA         23450               977          2.17
## 6468          3.06             NA         72172               796          2.15
## 6483          3.05             NA         38974               737          2.16
## 6498          3.05             NA         38615               972          2.12
## 6513          3.04             NA         35265               897          2.07
## 6528          3.04             NA         31249               911          2.01
## 6543          3.03             NA         23891               844          1.93
## 6558          3.03             NA         22399               845          1.84
## 6573          3.03             NA         32084               748          1.79
## 6588          3.03             NA         34465               555          1.81
## 6603          3.02             NA         34581               752          1.81
## 6618          3.02             NA         29561               804          1.72
## 6633          3.02             NA         25368               772          1.64
## 6648          3.02             NA         18639               732          1.55
## 6663          3.02             NA         16435               687          1.46
## 6678          3.01             NA         20409               541          1.39
## 6693          3.01             NA         26911               577          1.35
## 6708          3.01             NA         29214               635          1.29
## 6723          3.01             NA         25378               662          1.22
## 6738          3.01             NA         21383               630          1.13
## 6753          3.00             NA         16691               532          1.06
## 6768          3.00             NA         21728               519          0.97
## 6783          3.00             NA         23027               417          0.94
## 6798          3.00             NA         29603               380          0.90
## 6813          3.00             NA         24845               416          0.87
## 6828          3.00             NA             0               427          0.81
## 6843          3.00             NA             0               442          0.74
## 6858          3.00             NA         58747               354          0.70
## 6873          3.00             NA         14959               332          0.64
## 6888          3.00             NA         23245               296          0.61
## 6903          3.00             NA         22787               255          0.59
## 6918          3.00             NA         22534               317          0.55
## 6933          3.00             NA             0               277          0.53
## 6948          2.99             NA             0               283          0.49
## 6963          2.99             NA         52193               213          0.47
## 6978          2.99             NA         15582               216          0.44
## 6993          2.99             NA         22885               177          0.43
## 7008          2.99             NA         26352               192          0.42
## 7023          2.99             NA         22431               194          0.40
## 7038          2.99             NA             0               187          0.39
## 7053          2.99             NA             0               192          0.37
## 7068          2.99             NA         52535               169          0.35
## 7083          2.99             NA         16754               154          0.33
## 7098          2.99             NA         22986               165          0.32
## 7113          2.99             NA         21884               112          0.31
## 7128          2.99             NA         18135               178          0.29
## 7143          2.99             NA             0                 0          0.29
## 7158          2.99             NA             0                 0          0.29
## 7173          2.99             NA         47042               393          0.25
## 7188          2.99             NA         15365               123          0.23
## 7203          2.99             NA         21781               110          0.24
## 7218          2.99             NA         18099                 0          0.26
## 7233          2.99             NA         17014               205          0.22
## 7248          2.99             NA             0                 0          0.22
## 7263          2.99             NA             0                 0          0.26
## 7278          2.99             NA         36321               284          0.20
## 7293          2.99             NA         15903                94          0.19
## 7308          2.99             NA         16390                76          0.19
## 7323          2.99             NA         17663                69          0.19
## 7338          2.99             NA         16620               291          0.19
## 7353          2.99             NA             0                 0          0.19
## 7368          2.99             NA             0                 0          0.23
## 7383          2.99             NA         44103               258          0.17
## 7398          2.99             NA         78818                70          0.17
## 7413          2.99             NA         15886                52          0.17
## 7428          2.99             NA         17212                67          0.17
## 7443          2.99             NA         14856               106          0.17
## 7458          2.99             NA             0                 0          0.17
## 7473          2.99             NA             0                 0          0.20
## 7488          2.99             NA         40986               142          0.17
## 7503          2.99             NA         12232                 0          0.17
## 7518          2.99             NA         14837                 0          0.17
## 7533          2.99             NA         15183                 0          0.19
## 7548          2.98             NA         15378                69          0.20
## 7563          2.98             NA             0                 0          0.20
## 7578          2.98             NA             0                 0          0.26
## 7593          2.98             NA         40391               235          0.22
## 7608          2.98             NA         10557                84          0.21
## 7623          2.98             NA         13767                72          0.23
## 7638          2.98             NA         14466                88          0.24
## 7653          2.98             NA         14611                87          0.25
## 7668          2.98             NA         15370                 0          0.25
## 7683          2.98             NA         14107                 0          0.34
## 7698          2.98             NA         11631               346          0.29
## 7713          2.97             NA         11406               107          0.31
## 7728          2.97             NA         15526                96          0.33
## 7743          2.97             NA         16966                96          0.39
## 7758          2.97             NA         18187               131          0.41
## 7773          2.97             NA             0                 0          0.41
## 7788          2.96             NA             0                 0          0.55
## 7803          2.96             NA         48664               459          0.49
## 7818          2.96             NA         13078               183          0.50
## 7833          2.96             NA         17865               147          0.56
## 7848          2.95             NA         17916               142          0.62
## 7863          2.95             NA         18389               217          0.67
## 7878          2.95             NA             0                 0          0.79
## 7893          2.95             NA             0               540          0.73
## 7908          2.94             NA         50375               261          0.77
## 7923          2.94             NA         16738               276          0.78
## 7938          2.95             NA         17906               254          0.81
## 7953          2.94             NA         19053               269          0.86
## 7968          2.94             NA         19666               309          0.91
## 7983          2.94             NA         19002               342          0.97
## 7998          2.93             NA         16786                 0          1.09
## 8013          2.93             NA         15093               835          0.97
## 8028          2.93             NA         12665               371          0.96
## 8043          2.92             NA         18702               372          1.00
## 8058          2.92             NA         20396               306          1.08
## 8073          2.91             NA         20221               459          1.12
## 8088          2.91             NA         20487                 0          1.27
## 8103          2.91             NA         18738                 0          1.42
## 8118          2.90             NA         16458              1486          1.13
## 8133          2.90             NA         17512               429          1.13
## 8148          2.89             NA         21217               359          1.21
## 8163          2.89             NA         23419               369          1.29
## 8178          2.89             NA         21349               541          1.35
## 8193          2.88             NA         21901                 0          1.51
## 8208          2.87             NA         19818                 0          1.71
## 8223          2.87             NA         17113                 0          1.84
## 8238          2.87             NA         16733              2292          1.39
## 8253          2.86             NA         20373               432          1.43
## 8268          2.86             NA         25197               490          1.48
## 8283          2.85             NA         27238               700          1.52
## 8298          2.85             NA         27789                 0          1.76
## 8313          2.84             NA         25431                 0          1.95
## 8328          2.84             NA         22445              2104          1.58
## 8343          2.83             NA         21994               680          1.56
## 8358          2.83             NA         27610               545          1.62
## 8373          2.82             NA         32161               653          1.65
## 8388          2.82             NA         31808               631          1.70
## 8403          2.81             NA         33054                 0          1.90
## 8418          2.81             NA         28600                 0          2.08
## 8433          2.81             NA         24922              2441          1.64
## 8448          2.80             NA         23716               797          1.58
## 8463          2.80             NA         29585               613          1.59
## 8478          2.80             NA         31242               678          1.61
## 8493          2.79             NA         36156               739          1.59
## 8508          2.79             NA         32704                 0          1.78
## 8523          2.78             NA         31222                 0          1.96
## 8538          2.78             NA         24063              2256          1.53
## 8553          2.78             NA         22792               725          1.46
## 8568          2.78             NA         27332               684          1.44
## 8583          2.77             NA         31993               648          1.44
## 8598          2.77             NA         34533               680          1.42
## 8613          2.77             NA         30835                 0          1.58
## 8628          2.76             NA         28177                 0          1.70
## 8643          2.76             NA         22737              2114          1.28
## 8658          2.76             NA         23236               671          1.22
## 8673          2.76             NA         27418               487          1.22
## 8688          2.76             NA         33033               537          1.24
## 8703          2.75             NA         31575               629          1.24
## 8718          2.75             NA         34209                 0          1.38
## 8733          2.75             NA         28634                 0          1.52
## 8748          2.74             NA         22299              1772          1.21
## 8763          2.74             NA         19822               542          1.18
## 8778          2.74             NA         23570               430          1.19
## 8793          2.74             NA         29618               510          1.22
## 8808          2.73             NA         33812               543          1.25
## 8823          2.73             NA         32140                 0          1.41
## 8838          2.73             NA         28023              1194          1.25
## 8853          2.73             NA         23549               548          1.22
## 8868          2.72             NA         23269               585          1.16
## 8883          2.72             NA         27537               483          1.15
## 8898          2.72             NA         31583               486          1.13
## 8913          2.72             NA         29035               537          1.11
## 8928          2.72             NA         27908                 0          1.21
## 8943          2.71             NA         25825              1245          1.02
## 8958          2.71             NA         22105               543          0.96
## 8973          2.71             NA         22566               551          0.91
## 8988          2.71             NA         25659               456          0.91
## 9003          2.71             NA         32133               362          0.94
## 9018          2.71             NA         28690               449          0.95
## 9033          2.70             NA         28584                 0          1.09
## 9048          2.70             NA         24919               855          1.02
## 9063          2.70             NA         21646               422          1.04
## 9078          2.69             NA         23456               402          1.05
## 9093          2.69             NA         25975               336          1.09
## 9108          2.69             NA         35577               388          1.14
## 9123          2.69             NA         28750               452          1.17
## 9138          2.68             NA         30835                 0          1.32
## 9153          2.68             NA         27144               978          1.22
## 9168          2.68             NA         27247               518          1.22
## 9183          2.68             NA         22072               573          1.21
## 9198          2.67             NA         26889               513          1.25
## 9213          2.67             NA         34213               493          1.28
## 9228          2.66             NA         29544               529          1.32
## 9243          2.66             NA         28450                 0          1.48
## 9258          2.66             NA         27799              1139          1.36
## 9273          2.66             NA         22292               652          1.33
## 9288          2.65             NA         21095               591          1.31
## 9303          2.65             NA         26940               529          1.35
## 9318          2.64             NA         50585               517          1.40
## 9333          2.64             NA         30954               713          1.40
## 9348          2.64             NA         29286                 0          1.58
## 9363          2.63             NA         25468              1400          1.42
## 9378          2.63             NA         23724               610          1.44
## 9393          2.63             NA         22621               692          1.44
## 9408          2.62             NA         28142               504          1.52
## 9423          2.62             NA         35823              1855          1.30
## 9438          2.60             NA         31995               760          1.65
## 9453          2.60             NA         34119                 0          1.91
## 9468          2.59             NA         31030              1517          1.76
## 9483          2.59             NA         24308               758          1.75
## 9498          2.58             NA         24355               714          1.77
## 9513          2.58             NA         29907               660          1.88
## 9528          2.57             NA         35552               722          1.97
## 9543          2.56             NA         36034               925          2.06
## 9558          2.56             NA         35734                 0          2.38
## 9573          2.55             NA         34319              2001          2.21
## 9588          2.54             NA         29467               977          2.25
## 9603          2.54             NA         29407               971          2.30
## 9618          2.53             NA         31404               755          2.43
## 9633          2.52             NA         35682               861          2.63
## 9648          2.51             NA         40047              1171          2.80
## 9663          2.50             NA         39511                 0          3.21
## 9678          2.49             NA         38588              2609          3.01
## 9693          2.48             NA         34065              1416          3.05
## 9708          2.48             NA         35289              1374          3.11
## 9723          2.46             NA         36673              1025          3.39
## 9738          2.45             NA         43311              1305          3.67
## 9753          2.43             NA         43923              1603          4.09
## 9768          2.41             NA         47253                 0          4.81
## 9783          2.40             NA         47144              3481          4.85
## 9798          2.37             NA         46188              1974          5.33
## 9813          2.35             NA         46690              1860          5.92
## 9828          2.32             NA         48230              1516          6.81
## 9843          2.28             NA         54539              1745          8.18
## 9858          2.28             NA         69767                 0          8.18
## 9873          2.28             NA         57826                 0          8.18
## 9888          2.28             NA         54366                 0          8.18
## 9903          2.14             NA         43755             15062         11.36
## 9918          2.09             NA         40658              5162         12.47
## 9933          2.04             NA         47043              4648         13.66
## 9948          2.00             NA         51694              5528         14.81
## 9963          1.94             NA             0                 0         17.13
## 9978          1.89             NA             0                 0         19.42
## 9993          1.85             NA             0             35197         15.89
## 10008         1.81             NA             0             12544         15.94
## 10023         1.77             NA        269516              9392         16.35
## 10038         1.74             NA         47063              7699         17.00
## 10053         1.70             NA         53762              9853         17.47
## 10068         1.67             NA         59089             14712         17.27
## 10083         1.64             NA             0                 0         19.08
## 10098         1.62             NA             0                 0         20.28
## 10113         1.60             NA        144882             54223         14.17
## 10128         1.59             NA         42379             14450         13.24
## 10143         1.58             NA         35160             11124         12.73
## 10158         1.56             NA         40533             13132         12.02
## 10173         1.56             NA         38834             19492         10.35
## 10188         1.56             NA             0                 0         11.10
## 10203         1.55             NA             0                 0         11.76
## 10218         1.54             NA        112746             44802          6.76
## 10233         1.54             NA         42669              7704          6.39
## 10248         1.54             NA         31535              5465          6.41
## 10263         1.54             NA         37139              5822          6.43
## 10278         1.54             NA         37277              7574          6.19
## 10293         1.54             NA             0                 0          6.80
## 10308         1.53             NA             0                 0          7.37
## 10323         1.53             NA         53943             17288          5.62
## 10338         1.54             NA         20522              4539          5.40
## 10353         1.54             NA         27345              4384          5.34
## 10368         1.54             NA         31244              3772          5.33
## 10383         1.54             NA         29163              4487          5.20
## 10398         1.54             NA             0                 0          5.58
## 10413         1.53             NA             0                 0          5.89
## 10428         1.53             NA         80605             12784          4.66
## 10443         1.54             NA         19790              3859          4.51
## 10458         1.54             NA         25094              3102          4.57
## 10473         1.53             NA         28923              3344          4.57
##       numactive rateactive numtotal_last14 ratetotal_last14 numdeaths_last14
## 30            1       0.01              NA               NA               NA
## 34            1       0.01              NA               NA               NA
## 38            2       0.02              NA               NA               NA
## 42            2       0.02              NA               NA               NA
## 46            2       0.02              NA               NA               NA
## 50            3       0.03              NA               NA               NA
## 55            4       0.05              NA               NA               NA
## 63            7       0.08              NA               NA               NA
## 78           13       0.15              NA               NA               NA
## 93           17       0.20              NA               NA               NA
## 108          17       0.20              NA               NA               NA
## 123          24       0.28              NA               NA               NA
## 138          39       0.45              NA               NA               NA
## 153          50       0.58              NA               NA               NA
## 168          73       0.85              NA               NA               NA
## 183         120       1.40              NA               NA               NA
## 198         138       1.61              NA               NA               NA
## 213         217       2.53              NA               NA               NA
## 228         217       2.53              NA               NA               NA
## 243         624       7.28              NA               NA               NA
## 258        1009      11.77            1009            11.77                4
## 273        1333      15.55            1332            15.53                6
## 288        1619      18.88            1616            18.85                8
## 303        1974      23.02            2004            23.37               18
## 318        2447      28.54            2481            28.93               22
## 333        2789      32.53            2816            32.84               22
## 348        3376      39.37            3391            39.55               25
## 363        4102      47.84            4112            47.96               31
## 378        4549      53.05            4537            52.91               32
## 393        5258      61.32            5397            62.94               35
## 408        6040      70.44            5962            69.53               60
## 423        6922      80.73            6776            79.02               71
## 438        7850      91.55            7723            90.07               90
## 453        7848      91.53            7952            92.74              117
## 468        9190     107.18            8327            97.11              146
## 483        9856     114.94            8692           101.37              169
## 498       10696     124.74            9283           108.26              208
## 513       11436     133.37            9656           112.61              223
## 528       12003     139.98            9794           114.22              267
## 543       12518     145.99           10006           116.69              306
## 558       13197     153.91           10127           118.11              335
## 573       13813     161.09           10086           117.63              404
## 588       14373     167.62           10249           119.53              454
## 603       15227     177.58           10339           120.58              594
## 618       16110     187.88           10697           124.75              627
## 633       13401     156.29           10524           122.74              730
## 648       13925     162.40           10413           121.44              783
## 663       14533     169.49           10739           125.24              818
## 678       15037     175.37           10786           125.79              891
## 693       15540     181.23           10934           127.52              959
## 708       16111     187.89           10926           127.42             1027
## 723       16552     193.04           10939           127.57             1099
## 738       16764     195.51           10975           127.99             1157
## 753       17250     201.18           11261           131.33             1187
## 768       17866     208.36           11425           133.24             1239
## 783       18234     212.65           11509           134.22             1247
## 798       18785     219.08           11734           136.85             1274
## 813       19380     226.02           11681           136.23             1229
## 828       19926     232.38           11850           138.20             1334
## 843       20555     239.72           12135           141.52             1331
## 858       22402     261.26           13508           157.54             1328
## 873       22765     265.49           13304           155.16             1341
## 888       23096     269.35           13291           155.00             1357
## 903       23533     274.45           13362           155.83             1376
## 918       23934     279.13           13400           156.28             1388
## 933       24497     285.69           13534           157.84             1385
## 948       24932     290.77           13719           160.00             1340
## 963       25267     294.67           13614           158.77             1413
## 978       25753     300.34           13487           157.29             1414
## 993       26038     303.67           13468           157.07             1449
## 1008      26241     306.03           13337           155.54             1459
## 1023      26544     309.57           13186           153.78             1492
## 1038      26980     314.65           12772           148.95             1379
## 1053      27242     317.71           12527           146.09             1347
## 1068      27604     321.93           11055           128.93             1357
## 1083      27986     326.38           11004           128.33             1316
## 1098      28053     327.17           10780           125.72             1249
## 1113      28235     329.29           10448           121.85             1208
## 1128      28368     330.84           10257           119.62             1169
## 1143      28457     331.88            9991           116.52             1140
## 1158      28854     336.51            9852           114.90             1154
## 1173      29096     339.33            9690           113.01             1056
## 1188      29261     341.25            9515           110.97             1056
## 1203      29460     343.57            9373           109.31             1008
## 1218      29592     345.11            9208           107.39             1008
## 1233      29782     347.33            8978           104.70              951
## 1248      29961     349.42            8812           102.77              962
## 1263      30142     351.53            8468            98.76              956
## 1278      30072     350.71            8139            94.92             1079
## 1293      30096     350.99            7727            90.12             1065
## 1308      30077     350.77            7396            86.26             1066
## 1323      29992     349.78            7109            82.91             1076
## 1338      29922     348.96            6648            77.53             1085
## 1353      29699     346.36            6257            72.97             1070
## 1368      29242     341.03            5786            67.48             1030
## 1383      29157     340.04            5438            63.42              994
## 1398      29069     339.01            5063            59.05              915
## 1413      28795     335.82            4587            53.50              890
## 1428      28419     331.43            4202            49.01              853
## 1443      28081     327.49            3783            44.12              803
## 1458      27695     322.99            3434            40.05              785
## 1473      27348     318.94            3173            37.00              756
## 1488      26988     314.74            2893            33.74              581
## 1503      26599     310.21            2700            31.49              581
## 1518      26527     309.37            2553            29.77              556
## 1533      26416     308.07            2379            27.74              504
## 1548      26289     306.59            2240            26.12              455
## 1563      26203     305.59            2152            25.10              440
## 1578      26065     303.98            2050            23.91              438
## 1593      26027     303.54            1917            22.36              439
## 1608      25912     302.20            1788            20.85              433
## 1623      25840     301.36            1699            19.81              395
## 1638      25786     300.73            1596            18.61              360
## 1653      25845     301.41            1594            18.59              343
## 1668      25845     301.41            1413            16.48              300
## 1683      25845     301.41            1255            14.64              253
## 1698      25845     301.41            1127            13.14              226
## 1713      25303     295.09            1336            15.58              243
## 1728      25157     293.39            1312            15.30              234
## 1743      25157     293.39            1195            13.94              205
## 1758      25018     291.77            1210            14.11              201
## 1773      24964     291.14            1132            13.20              185
## 1788      24938     290.84            1110            12.95              158
## 1803      24943     290.90            1097            12.79              157
## 1818      24982     291.35            1102            12.85              160
## 1833      24949     290.96            1113            12.98              166
## 1848      24942     290.88            1142            13.32              162
## 1863      24991     291.45            1137            13.26              161
## 1878      25029     291.90            1237            14.43              164
## 1893      25014     291.72            1328            15.49              172
## 1908      25032     291.93            1442            16.82              179
## 1923      25082     292.52            1231            14.36              143
## 1938      25072     292.40            1272            14.83              130
## 1953      25126     293.03            1401            16.34              133
## 1968      25102     292.75            1408            16.42              105
## 1983       1556      18.15            1460            17.03               87
## 1998       1619      18.88            1516            17.68               88
## 2013       1761      20.54            1603            18.69               81
## 2028       1769      20.63            1679            19.58               80
## 2043       1840      21.46            1799            20.98               68
## 2058       1903      22.19            1859            21.68               59
## 2073       1913      22.31            1864            21.74               53
## 2088       1965      22.92            1927            22.47               51
## 2103       2045      23.85            2007            23.41               46
## 2118       2104      24.54            2062            24.05               40
## 2133       2175      25.37            2107            24.57               39
## 2148       2341      27.30            2167            25.27               37
## 2163       2451      28.58            2150            25.07               36
## 2178       2572      30.00            2130            24.84               27
## 2193       2752      32.09            2170            25.31               27
## 2208       2894      33.75            2158            25.17               24
## 2223       3032      35.36            2133            24.88               26
## 2238       3153      36.77            2106            24.56               26
## 2253       3274      38.18            2049            23.90               27
## 2268       3427      39.97            2062            24.05               25
## 2283       3560      41.52            2053            23.94               25
## 2298       3668      42.78            1998            23.30               24
## 2313       3789      44.19            1953            22.78               26
## 2328       3890      45.37            1888            22.02               28
## 2343       1890      22.04            1899            22.15               29
## 2358       1886      22.00            1821            21.24               27
## 2373       1834      21.39            1804            21.04               37
## 2388       1761      20.54            1786            20.83               42
## 2403       1688      19.69            1692            19.73               44
## 2418       1656      19.31            1626            18.96               41
## 2433       1584      18.47            1552            18.10               39
## 2448       1555      18.14            1484            17.31               38
## 2463       1442      16.82            1407            16.41               42
## 2478       1349      15.73            1316            15.35               42
## 2493       1289      15.03            1269            14.80               43
## 2508       1290      15.04            1254            14.62               46
## 2523       1284      14.97            1232            14.37               47
## 2538       1251      14.59            1202            14.02               45
## 2553       1236      14.41            1114            12.99               48
## 2568       1207      14.08            1085            12.65               49
## 2583       1276      14.88            1132            13.20               38
## 2598       1268      14.79            1109            12.93               35
## 2613       1215      14.17            1072            12.50               37
## 2628       1242      14.48            1148            13.39               36
## 2643       1294      15.09            1201            14.01               38
## 2658       1379      16.08            1286            15.00               39
## 2673       1414      16.49            1362            15.88               35
## 2688       1467      17.11            1430            16.68               35
## 2703       1551      18.09            1531            17.86               37
## 2718       1626      18.96            1622            18.92               34
## 2733       1713      19.98            1693            19.74               30
## 2748       1857      21.66            1824            21.27               29
## 2763       1983      23.13            1972            23.00               26
## 2778       1944      22.67            2073            24.18               24
## 2793       1885      21.98            2111            24.62               24
## 2808       1847      21.54            2218            25.87               23
## 2823       1846      21.53            2387            27.84               19
## 2838       1873      21.84            2475            28.86               25
## 2853       1938      22.60            2634            30.72               22
## 2868       2054      23.95            2770            32.30               20
## 2883       2141      24.97            2940            34.29               23
## 2898       2265      26.42            3111            36.28               24
## 2913       2553      29.77            3423            39.92               24
## 2928       2643      30.82            3536            41.24               25
## 2943       2793      32.57            3788            44.18               28
## 2958       2944      34.33            4045            47.17               33
## 2973       3193      37.24            4415            51.49               34
## 2988       3362      39.21            4741            55.29               35
## 3003       3593      41.90            5032            58.69               38
## 3018       3917      45.68            5426            63.28               37
## 3033       4237      49.41            5844            68.16               40
## 3048       4524      52.76            6298            73.45               41
## 3063       4947      57.69            6915            80.65               45
## 3078       5196      60.60            7389            86.17               46
## 3093       5522      64.40            7896            92.09               48
## 3108       5890      68.69            8431            98.33               46
## 3123       6227      72.62            8865           103.39               59
## 3138       6733      78.52            9620           112.19               65
## 3153       7035      82.04           10300           120.12               70
## 3168       7277      84.87           10917           127.32               76
## 3183       7586      88.47           11522           134.37               80
## 3198       8082      94.26           12397           144.58               94
## 3213       8273      96.48           12826           149.58               97
## 3228       8492      99.04           13322           155.37              105
## 3243       8572      99.97           13787           160.79              122
## 3258       8545      99.66           14186           165.44              129
## 3273       8341      97.28           14232           165.98              128
## 3288       8154      95.10           14325           167.06              139
## 3303       8087      94.31           14341           167.25              137
## 3318       8534      99.53           14706           171.51              143
## 3333       8491      99.03           14742           171.93              155
## 3348       8488      98.99           14745           171.96              161
## 3363       8663     101.03           14917           173.97              165
## 3378       8794     102.56           14932           174.14              160
## 3393       8856     103.28           14779           172.36              160
## 3408       8693     101.38           14202           165.63              156
## 3423       8947     104.34           14374           167.64              168
## 3438       9194     107.22           14329           167.11              179
## 3453       9328     108.79           14132           164.81              170
## 3468       9284     108.27           14044           163.79              182
## 3483       9143     106.63           13981           163.05              190
## 3498       8947     104.34           13946           162.64              188
## 3513       8927     104.11           14094           164.37              202
## 3528       8987     104.81           13820           161.17              212
## 3543       9188     107.15           13881           161.89              209
## 3558       9129     106.47           13934           162.50              213
## 3573       9194     107.22           13719           160.00              214
## 3588       9221     107.54           13590           158.49              234
## 3603       9339     108.92           13589           158.48              239
## 3618       9256     107.95           13673           159.46              262
## 3633       9467     110.41           13630           158.96              276
## 3648       9794     114.22           13735           160.18              284
## 3663       9830     114.64           13963           162.84              297
## 3678      10161     118.50           14188           165.47              299
## 3693      10591     123.52           14706           171.51              297
## 3708      10794     125.88           15067           175.72              302
## 3723      10937     127.55           15266           178.04              321
## 3738      11450     133.53           15715           183.27              326
## 3753      11930     139.13           16050           187.18              343
## 3768      12040     140.42           16243           189.43              355
## 3783      12364     144.19           16627           193.91              365
## 3798      12380     144.38           16873           196.78              354
## 3813      12423     144.88           17054           198.89              368
## 3828      12053     140.57           17165           200.18              358
## 3843      11898     138.76           17315           201.93              360
## 3858      11896     138.74           17384           202.74              366
## 3873      11599     135.27           17510           204.21              371
## 3888      11348     132.34           17465           203.68              375
## 3903      11128     129.78           17222           200.85              389
## 3918      10997     128.25           17217           200.79              387
## 3933      10819     126.18           17179           200.35              394
## 3948      10964     127.87           16901           197.11              400
## 3963      11456     133.60           17000           198.26              390
## 3978      11452     133.56           16968           197.89              398
## 3993      11716     136.64           17000           198.26              410
## 4008      11991     139.84           17184           200.41              407
## 4023      12138     141.56           17299           201.75              405
## 4038      12264     143.03           17494           204.02              409
## 4053      12740     148.58           17829           207.93              415
## 4068      13198     153.92           18092           211.00              411
## 4083      13145     153.30           18178           212.00              409
## 4098      13849     161.51           19020           221.82              425
## 4113      14326     167.08           19557           228.08              426
## 4128      14602     170.29           19970           232.90              435
## 4143      14854     173.23           20410           238.03              426
## 4158      15427     179.92           21038           245.35              434
## 4173      16018     186.81           21416           249.76              435
## 4188      15942     185.92           21860           254.94              451
## 4203      16176     188.65           22278           259.81              454
## 4218      16557     193.09           22877           266.80              475
## 4233      16657     194.26           23164           270.15              477
## 4248      16811     196.06           23728           276.73              487
## 4263      17392     202.83           24111           281.19              488
## 4278      17861     208.30           24496           285.68              480
## 4293      17732     206.80           24924           290.67              488
## 4308      17879     208.51           24931           290.76              484
## 4323      18205     212.31           25386           296.06              481
## 4338      18458     215.26           25917           302.25              489
## 4353      18809     219.36           26536           309.47              481
## 4368      19381     226.03           27055           315.53              518
## 4383      19758     230.43           27562           321.44              531
## 4398      19758     230.43           25849           301.46              478
## 4413      24152     281.67           28443           331.71              536
## 4428      20469     238.72           28740           335.18              515
## 4443      20804     242.62           29395           342.82              527
## 4458      21126     246.38           30035           350.28              553
## 4473      21612     252.05           30649           357.44              552
## 4488      22368     260.86           31613           368.68              591
## 4503      25091     292.62           32648           380.75              640
## 4518      27052     315.49           32596           380.15              621
## 4533      22501     262.42           33319           388.58              611
## 4548      23266     271.34           33757           393.69              613
## 4563      24315     283.57           34082           397.48              647
## 4578      24607     286.98           34476           402.07              621
## 4593      24961     291.10           34646           404.06              648
## 4608      24563     286.46           37234           434.24              693
## 4623      24607     286.98           35869           418.32              636
## 4638      24472     285.40           36166           421.78              663
## 4653      24017     280.10           35760           417.05              675
## 4668      23924     279.01           35313           411.83              656
## 4683      23715     276.57           34873           406.70              649
## 4698      23210     270.68           34186           398.69              650
## 4713      21873     255.09           33296           388.31              627
## 4728      21601     251.92           33535           391.10              669
## 4743      20851     243.17           32610           380.31              708
## 4758      19936     232.50           31498           367.34              708
## 4773      19017     221.78           30376           354.26              701
## 4788      18436     215.01           29237           340.97              720
## 4803      18260     212.96           28342           330.54              712
## 4818      17763     207.16           27385           319.37              755
## 4833      17494     204.02           25943           302.56              790
## 4848      16940     197.56           24812           289.37              792
## 4863      16428     191.59           24146           281.60              786
## 4878      15622     182.19           23378           272.64              797
## 4893      15479     180.52           22635           263.98              816
## 4908      15263     178.00           21871           255.07              791
## 4923      14760     172.14           21248           247.80              779
## 4938      14509     169.21           20390           237.80              758
## 4953      14141     164.92           19669           229.39              739
## 4968      13564     158.19           19125           223.04              739
## 4983      13127     153.09           18792           219.16              720
## 4998      12988     151.47           18343           213.92              691
## 5013      12962     151.17           17812           207.73              668
## 5028      12461     145.33           17282           201.55              612
## 5043      12283     143.25           16801           195.94              562
## 5058      11915     138.96           16425           191.55              553
## 5073      11504     134.16           16075           187.47              525
## 5088      11007     128.37           15735           183.51              501
## 5103      10994     128.22           15396           179.55              482
## 5118      11047     128.83           15149           176.67              482
## 5133      10657     124.29           14838           173.05              456
## 5148      10533     122.84           14520           169.34              438
## 5163      10307     120.20           14207           165.69              419
## 5178       9858     114.97           14045           163.80              400
## 5193       9401     109.64           13661           159.32              382
## 5208       9317     108.66           13408           156.37              355
## 5223       9378     109.37           13215           154.12              323
## 5238       8980     104.73           12914           150.61              305
## 5253       8658     100.97           12479           145.53              293
## 5268       8278      96.54           12064           140.70              276
## 5283       8113      94.62           12016           140.14              271
## 5298       7881      91.91           11929           139.12              251
## 5313       7989      93.17           11746           136.99              233
## 5328       8090      94.35           11483           133.92              212
## 5343       7888      91.99           11314           131.95              199
## 5358       7974      93.00           11123           129.72              183
## 5373       7817      91.16           10950           127.70              180
## 5388       7587      88.48           10835           126.36              176
## 5403       7374      86.00           10754           125.42              167
## 5418       7337      85.57           10683           124.59              171
## 5433       7379      86.06           10490           122.34              181
## 5448       7290      85.02           10488           122.32              177
## 5463       7214      84.13           10468           122.08              173
## 5478       7100      82.80           10509           122.56              165
## 5493       6933      80.86           10283           119.92              164
## 5508       6765      78.90           10194           118.89              164
## 5523       6964      81.22           10180           118.72              158
## 5538       7135      83.21           10060           117.32              156
## 5553       7116      82.99            9984           116.44              152
## 5568       7153      83.42            9915           115.63              151
## 5583       7022      81.89            9852           114.90              147
## 5598       6881      80.25            9833           114.68              148
## 5613       6754      78.77            9806           114.36              146
## 5628       6834      79.70            9780           114.06              144
## 5643       6883      80.27            9775           114.00              131
## 5658       6851      79.90            9741           113.60              132
## 5673       6894      80.40            9767           113.91              129
## 5688       6800      79.30            9708           113.22              127
## 5703       6755      78.78            9841           114.77              133
## 5718       6742      78.63            9847           114.84              125
## 5733       6918      80.68            9838           114.73              123
## 5748       7173      83.65           10045           117.15              113
## 5763       7364      85.88           10256           119.61              113
## 5778       7617      88.83           10476           122.18              110
## 5793       7838      91.41           10719           125.01              106
## 5808       7987      93.15           11016           128.47              101
## 5823       8118      94.68           11319           132.01              101
## 5838       8518      99.34           11641           135.76               98
## 5853       9038     105.40           12210           142.40              100
## 5868       9428     109.95           12760           148.81               94
## 5883       9714     113.29           13267           154.72               90
## 5898       9966     116.23           13773           160.63               94
## 5913      10271     119.78           14313           166.92               83
## 5928      10447     121.84           14825           172.89               83
## 5943      10795     125.90           15312           178.57               83
## 5958      11452     133.56           15976           186.32               88
## 5973      11899     138.77           16709           194.87               87
## 5988      12371     144.28           17454           203.56               92
## 6003      12602     146.97           18072           210.76               96
## 6018      12971     151.27           18780           219.02               93
## 6033      13253     154.56           19406           226.32               98
## 6048      13660     159.31           19940           232.55               96
## 6063      14018     163.48           20182           235.37              102
## 6078      13941     162.59           20395           237.85              104
## 6093      13768     160.57           20650           240.83              109
## 6108      13450     156.86           20840           243.04              108
## 6123      12852     149.89           20680           241.18              119
## 6138      12364     144.19           20648           240.81              131
## 6153      12221     142.53           20595           240.19              129
## 6168      12124     141.39           20234           235.98              127
## 6183      11530     134.47           19594           228.51              132
## 6198      11258     131.30           18946           220.96              132
## 6213      10844     126.47           18425           214.88              136
## 6228      10370     120.94           17715           206.60              142
## 6243      10009     116.73           17124           199.71              140
## 6258       9953     116.08           16659           194.28              140
## 6273       9954     116.09           16188           188.79              135
## 6288       9673     112.81           15702           183.12              141
## 6303       9579     111.71           15266           178.04              140
## 6318       9425     109.92           14928           174.10              141
## 6333       9158     106.80           14634           170.67              127
## 6348       8892     103.70           14295           166.71              127
## 6363       8895     103.74           13993           163.19              126
## 6378       8907     103.88           13652           159.21              124
## 6393       8737     101.89           13528           157.77              118
## 6408       8655     100.94           13380           156.04              112
## 6423       8519      99.35           13326           155.41              109
## 6438       8143      94.97           13099           152.77              107
## 6453       7818      91.18           12860           149.98              105
## 6468       7756      90.45           12511           145.91              109
## 6483       7795      90.91           12250           142.86              104
## 6498       7654      89.26           12047           140.50               98
## 6513       7509      87.57           11706           136.52               99
## 6528       7312      85.28           11416           133.14               92
## 6543       7012      81.78           11169           130.26               98
## 6558       6707      78.22           10921           127.36               91
## 6573       6535      76.21           10590           123.50               94
## 6588       6634      77.37           10345           120.65               97
## 6603       6625      77.26           10178           118.70              101
## 6618       6320      73.71            9725           113.42              100
## 6633       6022      70.23            9242           107.78               97
## 6648       5712      66.62            9013           105.11              102
## 6663       5365      62.57            8699           101.45              100
## 6678       5128      59.80            8262            96.35               93
## 6693       4978      58.06            7917            92.33               97
## 6708       4758      55.49            7498            87.44               94
## 6723       4499      52.47            7148            83.36               93
## 6738       4182      48.77            6747            78.69               93
## 6753       3925      45.77            6472            75.48               87
## 6768       3609      42.09            6131            71.50               83
## 6783       3475      40.53            5835            68.05               80
## 6798       3356      39.14            5440            63.44               78
## 6813       3217      37.52            4967            57.93               71
## 6828       3014      35.15            4689            54.68               68
## 6843       2751      32.08            4391            51.21               65
## 6858       2587      30.17            4151            48.41               57
## 6873       2400      27.99            3954            46.11               55
## 6888       2274      26.52            3824            44.60               59
## 6903       2206      25.73            3577            41.72               52
## 6918       2068      24.12            3338            38.93               49
## 6933       1970      22.97            3110            36.27               45
## 6948       1837      21.42            2946            34.36               44
## 6963       1747      20.37            2793            32.57               43
## 6978       1631      19.02            2690            31.37               43
## 6993       1606      18.73            2555            29.80               39
## 7008       1574      18.36            2449            28.56               34
## 7023       1505      17.55            2297            26.79               34
## 7038       1469      17.13            2230            26.01               40
## 7053       1378      16.07            2154            25.12               42
## 7068       1299      15.15            2051            23.92               39
## 7083       1225      14.29            1986            23.16               39
## 7098       1184      13.81            1935            22.57               34
## 7113       1164      13.58            1842            21.48               36
## 7128       1074      12.53            1750            20.41               35
## 7143       1074      12.53            1568            18.29               32
## 7158       1074      12.53            1417            16.53               31
## 7173        934      10.89            1548            18.05               32
## 7188        878      10.24            1514            17.66               31
## 7203        891      10.39            1487            17.34               33
## 7218        980      11.43            1419            16.55               36
## 7233        841       9.81            1361            15.87               37
## 7248        841       9.81            1201            14.01               28
## 7263        968      11.29            1225            14.29               26
## 7278        732       8.54            1184            13.81               27
## 7293        705       8.22            1167            13.61               23
## 7308        731       8.53            1143            13.33               21
## 7323        716       8.35            1111            12.96               27
## 7338        711       8.29            1310            15.28               28
## 7353        711       8.29            1310            15.28               28
## 7368        857       9.99            1457            16.99               29
## 7383        651       7.59            1255            14.64               28
## 7398        635       7.41            1238            14.44               24
## 7413        658       7.67            1187            13.84               21
## 7428        655       7.64            1159            13.52               18
## 7443        629       7.34            1173            13.68               18
## 7458        629       7.34            1173            13.68               18
## 7473        767       8.95            1184            13.81               18
## 7488        625       7.29            1135            13.24               17
## 7503        625       7.29            1068            12.46               17
## 7518        625       7.29             965            11.25               16
## 7533        721       8.41            1000            11.66                9
## 7548        752       8.77             814             9.49                9
## 7563        752       8.77             814             9.49                9
## 7578        975      11.37             890            10.38                8
## 7593        814       9.49             913            10.65                9
## 7608        803       9.36             932            10.87                9
## 7623        864      10.08             990            11.55                9
## 7638        914      10.66            1063            12.40                8
## 7653        952      11.10            1105            12.89                5
## 7668        952      11.10            1105            12.89                5
## 7683       1299      15.15            1314            15.32                5
## 7698       1107      12.91            1468            17.12                5
## 7713       1175      13.70            1643            19.16                5
## 7728       1263      14.73            1827            21.31                5
## 7743       1472      17.17            2033            23.71                2
## 7758       1558      18.17            2150            25.07                2
## 7773       1558      18.17            2150            25.07                2
## 7788       2067      24.11            2436            28.41                2
## 7803       1858      21.67            2611            30.45                1
## 7818       1909      22.26            2772            32.33                1
## 7833       2127      24.81            3004            35.03                1
## 7848       2354      27.45            3235            37.73                1
## 7863       2563      29.89            3536            41.24                1
## 7878       2995      34.93            3969            46.29                2
## 7893       2776      32.37            3943            45.98                2
## 7908       2924      34.10            4198            48.96                2
## 7923       2971      34.65            4346            50.68                2
## 7938       3118      36.36            4598            53.62               37
## 7953       3285      38.31            4729            55.15               37
## 7968       3501      40.83            5038            58.76               38
## 7983       3722      43.41            5601            65.32               38
## 7998       4184      48.80            5555            64.78               39
## 8013       3725      43.44            5681            66.25               39
## 8028       3696      43.10            5792            67.55               42
## 8043       3873      45.17            5977            69.71               43
## 8058       4169      48.62            6211            72.44               44
## 8073       4322      50.40            6397            74.60               44
## 8088       4926      57.45            6568            76.60               43
## 8103       5505      64.20            6826            79.61               43
## 8118       4405      51.37            6803            79.34               43
## 8133       4400      51.31            6905            80.53               44
## 8148       4729      54.96            7159            83.20               11
## 8163       5058      58.78            7422            86.26               12
## 8178       5265      61.19            7645            88.85               12
## 8193       5929      68.91            7748            90.05               14
## 8208       6707      77.95            8063            93.71               13
## 8223       7237      84.11            8217            95.50               13
## 8238       5460      63.46            8387            97.47               10
## 8253       5625      65.37            8437            98.05               12
## 8268       5837      67.84            8537            99.22               12
## 8283       6012      69.87            8804           102.32               16
## 8298       7004      81.40            9195           106.86               19
## 8313       7761      90.20            9373           108.93               19
## 8328       6295      73.16            9626           111.87               20
## 8343       6241      72.53            9834           114.29               26
## 8358       6480      75.31            9929           115.39               25
## 8373       6607      76.79           10012           116.36               26
## 8388       6810      79.14           10099           117.37               27
## 8403       7628      88.65           10254           119.17               28
## 8418       8366      97.23           10218           118.75               32
## 8433       6603      76.74           10367           120.48               33
## 8448       6384      74.19           10439           121.32               42
## 8463       6449      74.95           10522           122.28               44
## 8478       6518      75.75           10573           122.88               50
## 8493       6478      75.29           10395           120.81               48
## 8508       7268      84.47           10195           118.48               50
## 8523       7985      92.80           10157           118.04               52
## 8538       6248      72.61           10037           116.65               51
## 8553       5986      69.57            9873           114.74               50
## 8568       5889      68.44            9682           112.52               56
## 8583       5894      68.50            9555           111.05               56
## 8598       5851      68.00            9361           108.79               59
## 8613       6486      75.38            9180           106.69               61
## 8628       6984      81.17            8937           103.86               58
## 8643       5266      61.20            8660           100.65               63
## 8658       5023      58.38            8509            98.89               62
## 8673       5039      58.56            8332            96.83               60
## 8688       5121      59.52            8202            95.32               58
## 8703       5130      59.62            8144            94.65               61
## 8718       5730      66.59            7951            92.41               58
## 8733       6339      73.67            7844            91.16               59
## 8748       5042      58.60            7805            90.71               64
## 8763       4907      57.03            7745            90.01               60
## 8778       4982      57.90            7663            89.06               60
## 8793       5114      59.43            7652            88.93               60
## 8808       5241      60.91            7685            89.31               60
## 8823       5917      68.77            7724            89.77               58
## 8838       5251      61.03            7757            90.15               61
## 8853       5108      59.36            7765            90.24               60
## 8868       4861      56.49            7671            89.15               56
## 8883       4834      56.18            7623            88.59               55
## 8898       4773      55.47            7427            86.32               53
## 8913       4662      54.18            7218            83.89               56
## 8928       5109      59.38            7067            82.13               58
## 8943       4291      49.87            6884            80.00               57
## 8958       4067      47.27            6728            78.19               57
## 8973       3852      44.77            6659            77.39               59
## 8988       3870      44.98            6625            76.99               56
## 9003       3981      46.27            6459            75.07               59
## 9018       4042      46.98            6294            73.15               54
## 9033       4631      53.82            6206            72.13               53
## 9048       4342      50.46            6241            72.53               50
## 9063       4415      51.31            6328            73.54               47
## 9078       4497      52.26            6476            75.26               49
## 9093       4678      54.37            6543            76.04               55
## 9108       4878      56.69            6703            77.90               52
## 9123       4996      58.06            6840            79.49               45
## 9138       5680      66.01            7077            82.25               45
## 9153       5244      60.94            7193            83.60               46
## 9168       5253      61.05            7400            86.00               45
## 9183       5219      60.65            7605            88.38               47
## 9198       5377      62.49            7799            90.64               44
## 9213       5543      64.42            7984            92.79               43
## 9228       5728      66.57            8189            95.17               44
## 9243       6437      74.81            8313            96.61               48
## 9258       5928      68.89            8380            97.39               51
## 9273       5784      67.22            8392            97.53               50
## 9288       5708      66.34            8419            97.84               46
## 9303       5897      68.53            8612           100.09               38
## 9318       6098      70.87            8744           101.62               40
## 9333       6128      71.22            8918           103.64               41
## 9348       6940      80.66            9045           105.12               40
## 9363       6244      72.57            9207           107.00               40
## 9378       6324      73.50            9368           108.87               38
## 9393       6326      73.52            9522           110.66               37
## 9408       6703      77.90            9732           113.10               37
## 9423       5745      66.77            9971           115.88               38
## 9438       7324      85.12           11594           134.74               36
## 9453       8492      98.69           12050           140.04               33
## 9468       7850      91.23           12291           142.84               29
## 9483       7846      91.18           12538           145.71               30
## 9498       7913      91.96           12805           148.82               31
## 9513       8447      98.17           13283           154.37               33
## 9528       8869     103.07           13709           159.32               33
## 9543       9297     108.05           14319           166.41               33
## 9558      10808     125.61           15016           174.51               31
## 9573      10062     116.94           15565           180.89               29
## 9588      10272     119.38           16062           186.67               29
## 9603      10530     122.38           16597           192.89               29
## 9618      11140     129.47           17082           198.52               30
## 9633      12085     140.45           17987           209.04               26
## 9648      12921     150.17           17661           205.25               32
## 9663      14899     173.15           18472           214.68               33
## 9678      14042     163.19           19350           224.88               34
## 9693      14251     165.62           20222           235.02               35
## 9708      14617     169.88           21185           246.21               39
## 9723      15974     185.65           22375           260.04               41
## 9738      17400     202.22           23965           278.52               44
## 9753      19558     227.30           26378           306.56               49
## 9768      23187     269.48           28497           331.19               50
## 9783      23549     273.68           31087           361.29               52
## 9798      26143     303.83           34469           400.59               53
## 9813      29318     340.73           38278           444.86               56
## 9828      34161     397.01           43272           502.90               56
## 9843      41807     485.87           50862           591.11               61
## 9858      41807     485.87           48849           567.71               55
## 9873      41807     485.87           46867           544.68               51
## 9888      41807     485.87           45114           524.31               50
## 9903      62068     721.34           78828           916.13               66
## 9918      69724     810.32           89914          1044.97               74
## 9933      78215     909.00          100677          1170.05               80
## 9948      86866    1009.54          112129          1303.14               84
## 9963     103314    1200.70          124822          1450.66               90
## 9978     120428    1399.59          138313          1607.45               96
## 9993     101063    1174.54          150312          1746.90              106
## 10008    103797    1206.31          161034          1871.51              118
## 10023    108878    1265.36          170485          1981.35              131
## 10038    115626    1343.79          178610          2075.78              168
## 10053    121621    1413.46          185087          2151.05              188
## 10068    123058    1430.16          201263          2339.04              215
## 10083    138942    1614.76          217191          2524.16              259
## 10098    149926    1742.41          228198          2652.08              282
## 10113    106250    1234.82          203429          2364.22              289
## 10128    100448    1167.39          199306          2316.30              336
## 10143     97623    1134.56          194508          2260.54              378
## 10158     93239    1083.61          189113          2197.84              414
## 10173     81061     942.08          180034          2092.32              469
## 10188     87670    1018.89          169617          1971.26              557
## 10203     93595    1087.75          159718          1856.22              565
## 10218     54139     629.19          149825          1741.24              604
## 10233     51489     598.40          140474          1632.57              672
## 10248     52059     605.02          132111          1535.37              721
## 10263     52667     612.09          122765          1426.75              793
## 10278     51029     593.05          112584          1308.43              825
## 10293     56508     656.73          102203          1187.79              849
## 10308     61616     716.09           96337          1119.61              859
## 10323     47083     547.19           88571          1029.36              885
## 10338     45436     528.05           82838           962.73              908
## 10353     45129     524.48           78637           913.91              929
## 10368     45257     525.97           73800           857.69              940
## 10383     44322     515.10           70018           813.74              920
## 10398     47766     555.13           66823           776.61              890
## 10413     50593     587.98           63715           740.49              880
## 10428     40199     467.19           60738           705.89              859
## 10443     39007     453.33           58325           677.84              833
## 10458     39671     461.05           56018           651.03              795
## 10473     39877     463.44           53082           616.91              739
##       ratedeaths_last14 numtotal_last7 ratetotal_last7 numdeaths_last7
## 30                   NA             NA              NA              NA
## 34                   NA             NA              NA              NA
## 38                   NA             NA              NA              NA
## 42                   NA             NA              NA              NA
## 46                   NA             NA              NA              NA
## 50                   NA             NA              NA              NA
## 55                   NA             NA              NA              NA
## 63                   NA             NA              NA              NA
## 78                   NA             NA              NA              NA
## 93                   NA             NA              NA              NA
## 108                  NA             NA              NA              NA
## 123                  NA             NA              NA              NA
## 138                  NA             NA              NA              NA
## 153                  NA             NA              NA              NA
## 168                  NA             NA              NA              NA
## 183                  NA             NA              NA              NA
## 198                  NA             NA              NA              NA
## 213                  NA             NA              NA              NA
## 228                  NA             NA              NA              NA
## 243                  NA             NA              NA              NA
## 258                0.05            963           11.23               4
## 273                0.07           1265           14.75               5
## 288                0.09           1508           17.59               7
## 303                0.21           1882           21.95              17
## 318                0.26           2277           26.56              18
## 333                0.26           2619           30.54              18
## 348                0.29           2802           32.68              21
## 363                0.36           3149           36.72              27
## 378                0.37           3272           38.16              27
## 393                0.41           3889           45.36              28
## 408                0.70           4080           47.58              43
## 423                0.83           4499           52.47              53
## 438                1.05           5104           59.52              72
## 453                1.36           5150           60.06              96
## 468                1.70           5178           60.39             119
## 483                1.97           5420           63.21             142
## 498                2.43           5394           62.91             180
## 513                2.60           5576           65.03             180
## 528                3.11           5295           61.75             214
## 543                3.57           4902           57.17             234
## 558                3.91           4977           58.04             239
## 573                4.71           4908           57.24             285
## 588                5.29           4829           56.32             312
## 603                6.93           4945           57.67             414
## 618                7.31           5121           59.72             447
## 633                8.51           5229           60.98             516
## 648                9.13           5511           64.27             549
## 663                9.54           5762           67.20             579
## 678               10.39           5878           68.55             606
## 693               11.18           6105           71.20             647
## 708               11.98           5981           69.75             613
## 723               12.82           5818           67.85             652
## 738               13.49           5746           67.01             641
## 753               13.84           5750           67.06             638
## 768               14.45           5663           66.04             660
## 783               14.54           5631           65.67             641
## 798               14.86           5629           65.65             627
## 813               14.33           5700           66.48             616
## 828               15.56           6032           70.35             682
## 843               15.52           6389           74.51             690
## 858               15.49           7758           90.48             690
## 873               15.64           7641           89.11             681
## 888               15.83           7660           89.33             716
## 903               16.05           7733           90.19             749
## 918               16.19           7700           89.80             772
## 933               16.15           7502           87.49             703
## 948               15.63           7330           85.49             650
## 963               16.48           5856           68.29             723
## 978               16.49           5846           68.18             733
## 993               16.90           5808           67.74             733
## 1008              17.02           5604           65.36             710
## 1023              17.40           5486           63.98             720
## 1038              16.08           5270           61.46             676
## 1053              15.71           5197           60.61             697
## 1068              15.83           5199           60.63             634
## 1083              15.35           5158           60.15             583
## 1098              14.57           4972           57.99             516
## 1113              14.09           4844           56.49             498
## 1128              13.63           4771           55.64             449
## 1143              13.30           4721           55.06             464
## 1158              13.46           4655           54.29             457
## 1173              12.32           4491           52.38             422
## 1188              12.32           4357           50.81             473
## 1203              11.76           4401           51.33             492
## 1218              11.76           4364           50.89             510
## 1233              11.09           4207           49.06             502
## 1248              11.22           4091           47.71             498
## 1263              11.15           3813           44.47             499
## 1278              12.58           3648           42.54             657
## 1293              12.42           3370           39.30             592
## 1308              12.43           2995           34.93             574
## 1323              12.55           2745           32.01             566
## 1338              12.65           2441           28.47             583
## 1353              12.48           2166           25.26             572
## 1368              12.01           1973           23.01             531
## 1383              11.59           1790           20.88             337
## 1398              10.67           1693           19.74             323
## 1413              10.38           1592           18.57             316
## 1428               9.95           1457           16.99             287
## 1443               9.36           1342           15.65             220
## 1458               9.15           1268           14.79             213
## 1473               8.82           1200           13.99             225
## 1488               6.78           1103           12.86             244
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## 1533               5.88            922           10.75             217
## 1548               5.31            898           10.47             235
## 1563               5.13            884           10.31             227
## 1578               5.11            850            9.91             213
## 1593               5.12            814            9.49             195
## 1608               5.05            781            9.11             175
## 1623               4.61            738            8.61             155
## 1638               4.20            674            7.86             143
## 1653               4.00            696            8.12             108
## 1668               3.50            529            6.17              73
## 1683               2.95            405            4.72              40
## 1698               2.64            313            3.65              31
## 1713               2.83            555            6.47              68
## 1728               2.73            574            6.69              79
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## 1788               1.84            705            8.22             118
## 1803               1.83            784            9.14             126
## 1818               1.87            547            6.38              92
## 1833               1.94            539            6.29              87
## 1848               1.89            621            7.24             100
## 1863               1.88            623            7.27              68
## 1878               1.91            634            7.39              52
## 1893               2.01            623            7.27              54
## 1908               2.09            658            7.67              53
## 1923               1.67            684            7.98              51
## 1938               1.52            733            8.55              43
## 1953               1.55            780            9.10              33
## 1968               1.22            785            9.15              37
## 1983               1.01            826            9.63              35
## 1998               1.03            893           10.41              34
## 2013               0.94            945           11.02              28
## 2028               0.93            995           11.60              29
## 2043               0.79           1066           12.43              25
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## 2088               0.59           1101           12.84              16
## 2103               0.54           1114           12.99              12
## 2118               0.47           1117           13.03              12
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## 2148               0.43           1101           12.84              12
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## 2523               0.55            515            6.01              20
## 2538               0.52            522            6.09              20
## 2553               0.56            535            6.24              23
## 2568               0.57            551            6.43              19
## 2583               0.44            629            7.34              18
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## 2973               0.40           2866           33.42              24
## 2988               0.41           3063           35.72              20
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## 3033               0.47           3654           42.61              22
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## 3063               0.52           4359           50.84              23
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## 3108               0.54           5200           60.64              25
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## 7893               0.02           2398           27.97               1
## 7908               0.02           2557           29.82               1
## 7923               0.02           2646           30.86               1
## 7938               0.43           2717           31.69              36
## 7953               0.43           2784           32.47              36
## 7968               0.44           2885           33.65              38
## 7983               0.44           3015           35.16              37
## 7998               0.45           3157           36.82              38
## 8013               0.45           3124           36.43              38
## 8028               0.49           3146           36.69              41
## 8043               0.50           3260           38.02               7
## 8058               0.51           3427           39.97               8
## 8073               0.51           3512           40.96               6
## 8088               0.50           3553           41.44               6
## 8103               0.50           3669           42.79               5
## 8118               0.50           3679           42.91               5
## 8133               0.51           3759           43.84               3
## 8148               0.13           3899           45.31               4
## 8163               0.14           3995           46.43               4
## 8178               0.14           4133           48.03               6
## 8193               0.16           4195           48.75               8
## 8208               0.15           4394           51.07               8
## 8223               0.15           4538           52.74               8
## 8238               0.12           4628           53.79               7
## 8253               0.14           4538           52.74               8
## 8268               0.14           4542           52.79               8
## 8283               0.19           4671           54.29              10
## 8298               0.22           5000           58.11              11
## 8313               0.22           4979           57.87              11
## 8328               0.23           5088           59.13              12
## 8343               0.30           5206           60.50              19
## 8358               0.29           5391           62.65              17
## 8373               0.30           5470           63.57              18
## 8388               0.31           5428           63.08              17
## 8403               0.33           5254           61.06              17
## 8418               0.37           5239           60.89              21
## 8433               0.38           5279           61.35              21
## 8448               0.49           5233           60.82              23
## 8463               0.51           5131           59.63              27
## 8478               0.58           5103           59.31              32
## 8493               0.56           4967           57.73              31
## 8508               0.58           4941           57.42              33
## 8523               0.60           4918           57.16              31
## 8538               0.59           4758           55.30              30
## 8553               0.58           4640           53.93              27
## 8568               0.65           4551           52.89              29
## 8583               0.65           4452           51.74              24
## 8598               0.69           4394           51.07              28
## 8613               0.71           4239           49.26              28
## 8628               0.67           4019           46.71              27
## 8643               0.73           3902           45.35              33
## 8658               0.72           3869           44.96              35
## 8673               0.70           3781           43.94              31
## 8688               0.67           3750           43.58              34
## 8703               0.71           3750           43.58              33
## 8718               0.67           3712           43.14              30
## 8733               0.69           3825           44.45              32
## 8748               0.74           3903           45.36              31
## 8763               0.70           3876           45.05              25
## 8778               0.70           3882           45.12              29
## 8793               0.70           3902           45.35              26
## 8808               0.70           3935           45.73              27
## 8823               0.67           4012           46.63              28
## 8838               0.71           3932           45.70              29
## 8853               0.70           3862           44.88              29
## 8868               0.65           3795           44.10              31
## 8883               0.64           3741           43.48              26
## 8898               0.62           3525           40.97              27
## 8913               0.65           3283           38.15              29
## 8928               0.67           3055           35.50              30
## 8943               0.66           2952           34.31              28
## 8958               0.66           2866           33.31              28
## 8973               0.69           2864           33.28              28
## 8988               0.65           2884           33.52              30
## 9003               0.69           2934           34.10              32
## 9018               0.63           3011           34.99              25
## 9033               0.62           3151           36.62              23
## 9048               0.58           3289           38.22              22
## 9063               0.55           3462           40.23              19
## 9078               0.57           3612           41.98              21
## 9093               0.64           3659           42.52              25
## 9108               0.60           3769           43.80              20
## 9123               0.52           3829           44.50              20
## 9138               0.52           3926           45.63              22
## 9153               0.53           3904           45.37              24
## 9168               0.52           3938           45.77              26
## 9183               0.55           3993           46.41              26
## 9198               0.51           4140           48.11              19
## 9213               0.50           4215           48.99              23
## 9228               0.51           4360           50.67              24
## 9243               0.56           4387           50.98              26
## 9258               0.59           4476           52.02              27
## 9273               0.58           4454           51.76              24
## 9288               0.53           4426           51.44              20
## 9303               0.44           4472           51.97              19
## 9318               0.46           4529           52.64              17
## 9333               0.48           4558           52.97              17
## 9348               0.46           4658           54.13              14
## 9363               0.46           4731           54.98              13
## 9378               0.44           4914           57.11              14
## 9393               0.43           5096           59.22              17
## 9408               0.43           5260           61.13              18
## 9423               0.44           5442           63.25              21
## 9438               0.42           7036           81.77              19
## 9453               0.38           7392           85.91              19
## 9468               0.34           7560           87.86              16
## 9483               0.35           7624           88.60              16
## 9498               0.36           7709           89.59              14
## 9513               0.38           8023           93.24              15
## 9528               0.38           8267           96.08              12
## 9543               0.38           7283           84.64              14
## 9558               0.36           7624           88.60              12
## 9573               0.34           8005           93.03              13
## 9588               0.34           8438           98.07              13
## 9603               0.34           8888          103.29              15
## 9618               0.35           9059          105.28              15
## 9633               0.30           9720          112.96              14
## 9648               0.37          10378          120.61              18
## 9663               0.38          10848          126.07              21
## 9678               0.40          11345          131.85              21
## 9693               0.41          11784          136.95              22
## 9708               0.45          12297          142.91              24
## 9723               0.48          13316          154.76              26
## 9738               0.51          14245          165.55              30
## 9753               0.57          16000          185.95              31
## 9768               0.58          17649          205.11              29
## 9783               0.60          19742          229.44              31
## 9798               0.62          22685          263.64              31
## 9813               0.65          25981          301.95              32
## 9828               0.65          29956          348.14              30
## 9843               0.71          36617          425.56              31
## 9858               0.64          32849          381.77              24
## 9873               0.59          29218          339.57              22
## 9888               0.58          25372          294.87              19
## 9903               0.77          56143          652.48              35
## 9918               0.86          63933          743.02              42
## 9933               0.93          70721          821.91              50
## 9948               0.98          75512          877.59              53
## 9963               1.05          91973         1068.89              66
## 9978               1.12         109095         1267.88              74
## 9993               1.23         124940         1452.03              87
## 10008              1.37         104891         1219.03              83
## 10023              1.52         106552         1238.33              89
## 10038              1.95         107889         1253.87             118
## 10053              2.18         109575         1273.46             135
## 10068              2.50         109290         1270.15             149
## 10083              3.01         108096         1256.27             185
## 10098              3.28         103258         1200.05             195
## 10113              3.36          98538         1145.19             206
## 10128              3.90          92754         1077.97             247
## 10143              4.39          86619         1006.67             260
## 10158              4.81          79538          924.38             279
## 10173              5.45          70744          822.17             320
## 10188              6.47          61521          714.99             372
## 10203              6.57          56460          656.17             370
## 10218              7.02          51287          596.05             398
## 10233              7.81          47720          554.59             425
## 10248              8.38          45492          528.70             461
## 10263              9.22          43227          502.38             514
## 10278              9.59          41840          486.26             505
## 10293              9.87          40682          472.80             477
## 10308              9.98          39877          463.44             489
## 10323             10.29          37284          433.31             487
## 10338             10.55          35118          408.14             483
## 10353             10.80          33145          385.21             468
## 10368             10.92          30573          355.31             426
## 10383             10.69          28178          327.48             415
## 10398             10.34          26141          303.81             413
## 10413             10.23          23838          277.04             391
## 10428              9.98          23454          272.58             372
## 10443              9.68          23207          269.71             350
## 10458              9.24          22873          265.83             327
## 10473              8.59          22509          261.60             313
##       ratedeaths_last7 avgtotal_last7 avgincidence_last7 avgdeaths_last7
## 30                  NA             NA                 NA              NA
## 34                  NA             NA                 NA              NA
## 38                  NA             NA                 NA              NA
## 42                  NA             NA                 NA              NA
## 46                  NA             NA                 NA              NA
## 50                  NA             NA                 NA              NA
## 55                  NA             NA                 NA              NA
## 63                  NA             NA                 NA              NA
## 78                  NA             NA                 NA              NA
## 93                  NA             NA                 NA              NA
## 108                 NA             NA                 NA              NA
## 123                 NA             NA                 NA              NA
## 138                 NA             NA                 NA              NA
## 153                 NA             NA                 NA              NA
## 168                 NA             NA                 NA              NA
## 183                 NA             NA                 NA              NA
## 198                 NA             NA                 NA              NA
## 213                 NA             NA                 NA              NA
## 228                 NA             NA                 NA              NA
## 243                 NA             NA                 NA              NA
## 258               0.05            138               1.60               1
## 273               0.06            181               2.11               1
## 288               0.08            215               2.51               1
## 303               0.20            269               3.14               2
## 318               0.21            325               3.79               3
## 333               0.21            374               4.36               3
## 348               0.24            400               4.67               3
## 363               0.31            450               5.25               4
## 378               0.31            467               5.45               4
## 393               0.33            556               6.48               4
## 408               0.50            583               6.80               6
## 423               0.62            643               7.50               8
## 438               0.84            729               8.50              10
## 453               1.12            736               8.58              14
## 468               1.39            740               8.63              17
## 483               1.66            774               9.03              20
## 498               2.10            771               8.99              26
## 513               2.10            797               9.29              26
## 528               2.50            756               8.82              31
## 543               2.73            700               8.17              33
## 558               2.79            711               8.29              34
## 573               3.32            701               8.18              41
## 588               3.64            690               8.05              45
## 603               4.83            706               8.24              59
## 618               5.21            732               8.53              64
## 633               6.02            747               8.71              74
## 648               6.40            787               9.18              78
## 663               6.75            823               9.60              83
## 678               7.07            840               9.79              87
## 693               7.55            872              10.17              92
## 708               7.15            854               9.96              88
## 723               7.60            831               9.69              93
## 738               7.48            821               9.57              92
## 753               7.44            821               9.58              91
## 768               7.70            809               9.43              94
## 783               7.48            804               9.38              92
## 798               7.31            804               9.38              90
## 813               7.18            814               9.50              88
## 828               7.95            862              10.05              97
## 843               8.05            913              10.64              99
## 858               8.05           1108              12.93              99
## 873               7.94           1092              12.73              97
## 888               8.35           1094              12.76             102
## 903               8.74           1105              12.88             107
## 918               9.00           1100              12.83             110
## 933               8.20           1072              12.50             100
## 948               7.58           1047              12.21              93
## 963               8.43            837               9.76             103
## 978               8.55            835               9.74             105
## 993               8.55            830               9.68             105
## 1008              8.28            801               9.34             101
## 1023              8.40            784               9.14             103
## 1038              7.88            753               8.78              97
## 1053              8.13            742               8.66             100
## 1068              7.39            743               8.66              91
## 1083              6.80            737               8.59              83
## 1098              6.02            710               8.28              74
## 1113              5.81            692               8.07              71
## 1128              5.24            682               7.95              64
## 1143              5.41            674               7.87              66
## 1158              5.33            665               7.76              65
## 1173              4.92            642               7.48              60
## 1188              5.52            622               7.26              68
## 1203              5.74            629               7.33              70
## 1218              5.95            623               7.27              73
## 1233              5.85            601               7.01              72
## 1248              5.81            584               6.82              71
## 1263              5.82            545               6.35              71
## 1278              7.66            521               6.08              94
## 1293              6.90            481               5.61              85
## 1308              6.69            428               4.99              82
## 1323              6.60            392               4.57              81
## 1338              6.80            349               4.07              83
## 1353              6.67            309               3.61              82
## 1368              6.19            282               3.29              76
## 1383              3.93            256               2.98              48
## 1398              3.77            242               2.82              46
## 1413              3.69            227               2.65              45
## 1428              3.35            208               2.43              41
## 1443              2.57            192               2.24              31
## 1458              2.48            181               2.11              30
## 1473              2.62            171               2.00              32
## 1488              2.85            158               1.84              35
## 1503              3.01            144               1.68              37
## 1518              2.80            137               1.60              34
## 1533              2.53            132               1.54              31
## 1548              2.74            128               1.50              34
## 1563              2.65            126               1.47              32
## 1578              2.48            121               1.42              30
## 1593              2.27            116               1.36              28
## 1608              2.04            112               1.30              25
## 1623              1.81            105               1.23              22
## 1638              1.67             96               1.12              20
## 1653              1.26             99               1.16              15
## 1668              0.85             76               0.88              10
## 1683              0.47             58               0.67               6
## 1698              0.36             45               0.52               4
## 1713              0.79             79               0.92              10
## 1728              0.92             82               0.96              11
## 1743              0.72             74               0.87               9
## 1758              1.08             73               0.86              13
## 1773              1.31             86               1.00              16
## 1788              1.38            101               1.17              17
## 1803              1.47            112               1.31              18
## 1818              1.07             78               0.91              13
## 1833              1.01             77               0.90              12
## 1848              1.17             89               1.03              14
## 1863              0.79             89               1.04              10
## 1878              0.61             91               1.06               7
## 1893              0.63             89               1.04               8
## 1908              0.62             94               1.10               8
## 1923              0.59             98               1.14               7
## 1938              0.50            105               1.22               6
## 1953              0.38            111               1.30               5
## 1968              0.43            112               1.31               5
## 1983              0.41            118               1.38               5
## 1998              0.40            128               1.49               5
## 2013              0.33            135               1.57               4
## 2028              0.34            142               1.66               4
## 2043              0.29            152               1.78               4
## 2058              0.30            154               1.80               4
## 2073              0.19            154               1.80               2
## 2088              0.19            157               1.83               2
## 2103              0.14            159               1.86               2
## 2118              0.14            160               1.86               2
## 2133              0.12            159               1.85               1
## 2148              0.14            157               1.83               2
## 2163              0.12            153               1.78               1
## 2178              0.13            150               1.75               2
## 2193              0.13            153               1.78               2
## 2208              0.14            149               1.74               2
## 2223              0.16            145               1.69               2
## 2238              0.19            142               1.66               2
## 2253              0.17            135               1.58               2
## 2268              0.17            142               1.65               2
## 2283              0.16            143               1.67               2
## 2298              0.15            133               1.55               2
## 2313              0.16            130               1.51               2
## 2328              0.16            125               1.45               2
## 2343              0.15            129               1.51               2
## 2358              0.14            125               1.45               2
## 2373              0.26            116               1.35               3
## 2388              0.33            112               1.31               4
## 2403              0.36            109               1.27               4
## 2418              0.31            102               1.19               4
## 2433              0.29             97               1.13               4
## 2448              0.29             83               0.96               4
## 2463              0.35             76               0.89               4
## 2478              0.23             72               0.84               3
## 2493              0.17             69               0.81               2
## 2508              0.17             70               0.82               2
## 2523              0.23             74               0.86               3
## 2538              0.23             75               0.87               3
## 2553              0.27             76               0.89               3
## 2568              0.22             79               0.92               3
## 2583              0.21             90               1.05               3
## 2598              0.23             89               1.04               3
## 2613              0.26             83               0.97               3
## 2628              0.19             90               1.05               2
## 2643              0.21             97               1.13               3
## 2658              0.19            107               1.25               2
## 2673              0.19            116               1.35               2
## 2688              0.20            114               1.33               2
## 2703              0.20            130               1.51               2
## 2718              0.14            149               1.73               2
## 2733              0.16            151               1.77               2
## 2748              0.13            164               1.91               2
## 2763              0.12            174               2.03               1
## 2778              0.09            180               2.10               1
## 2793              0.08            187               2.18               1
## 2808              0.07            187               2.18               1
## 2823              0.08            192               2.24               1
## 2838              0.13            202               2.36               2
## 2853              0.13            213               2.48               2
## 2868              0.12            221               2.58               1
## 2883              0.17            240               2.80               2
## 2898              0.20            257               3.00               2
## 2913              0.21            302               3.52               3
## 2928              0.21            313               3.65               3
## 2943              0.20            339               3.95               2
## 2958              0.26            365               4.26               3
## 2973              0.28            409               4.77               3
## 2988              0.23            438               5.10               3
## 3003              0.24            462               5.38               3
## 3018              0.22            473               5.52               3
## 3033              0.26            522               6.09               3
## 3048              0.28            561               6.54               3
## 3063              0.27            623               7.26               3
## 3078              0.26            646               7.54               3
## 3093              0.33            690               8.05               4
## 3108              0.29            743               8.66               4
## 3123              0.47            793               9.25               6
## 3138              0.50            852               9.94               6
## 3153              0.54            911              10.62               7
## 3168              0.62            937              10.93               8
## 3183              0.68           1000              11.66               8
## 3198              0.77           1081              12.60               9
## 3213              0.84           1089              12.71              10
## 3228              0.76           1110              12.95               9
## 3243              0.92           1117              13.03              11
## 3258              0.97           1116              13.01              12
## 3273              0.87           1096              12.79              11
## 3288              0.94           1047              12.21              12
## 3303              0.83            968              11.29              10
## 3318              0.83           1011              11.80              10
## 3333              1.05            996              11.61              13
## 3348              0.96            989              11.54              12
## 3363              0.96           1015              11.84              12
## 3378              0.99           1037              12.09              12
## 3393              0.92           1065              12.42              11
## 3408              0.99           1061              12.37              12
## 3423              1.13           1042              12.15              14
## 3438              1.04           1051              12.26              13
## 3453              1.03           1030              12.01              13
## 3468              1.17            991              11.56              14
## 3483              1.22            960              11.20              15
## 3498              1.27            928              10.82              16
## 3513              1.36            953              11.11              17
## 3528              1.34            932              10.87              16
## 3543              1.40            932              10.87              17
## 3558              1.46            961              11.21              18
## 3573              1.33            969              11.30              16
## 3588              1.50            981              11.44              18
## 3603              1.52           1014              11.82              19
## 3618              1.69           1001              11.67              21
## 3633              1.88           1015              11.84              23
## 3648              1.91           1030              12.02              23
## 3663              2.01           1034              12.06              25
## 3678              2.16           1058              12.34              26
## 3693              1.96           1120              13.06              24
## 3708              2.01           1139              13.28              25
## 3723              2.05           1180              13.76              25
## 3738              1.92           1230              14.35              24
## 3753              2.09           1263              14.72              26
## 3768              2.13           1287              15.00              26
## 3783              2.10           1317              15.36              26
## 3798              2.17           1291              15.05              27
## 3813              2.29           1298              15.13              28
## 3828              2.12           1272              14.83              26
## 3843              2.27           1243              14.50              28
## 3858              2.18           1221              14.24              27
## 3873              2.19           1215              14.17              27
## 3888              2.27           1178              13.74              28
## 3903              2.37           1170              13.64              29
## 3918              2.23           1162              13.55              27
## 3933              2.47           1182              13.79              30
## 3948              2.39           1171              13.66              29
## 3963              2.37           1208              14.08              29
## 3978              2.45           1209              14.10              30
## 3993              2.51           1251              14.59              31
## 4008              2.38           1285              14.99              29
## 4023              2.50           1309              15.27              31
## 4038              2.30           1317              15.36              28
## 4053              2.45           1376              16.05              30
## 4068              2.43           1377              16.06              30
## 4083              2.32           1388              16.18              28
## 4098              2.45           1466              17.10              30
## 4113              2.59           1509              17.60              32
## 4128              2.58           1544              18.00              32
## 4143              2.67           1599              18.65              33
## 4158              2.61           1629              19.00              32
## 4173              2.65           1683              19.62              32
## 4188              2.94           1735              20.24              36
## 4203              2.85           1716              20.01              35
## 4218              2.95           1759              20.52              36
## 4233              2.99           1766              20.59              37
## 4248              3.01           1791              20.89              37
## 4263              3.08           1815              21.17              38
## 4278              2.95           1817              21.19              36
## 4293              2.75           1825              21.29              34
## 4308              2.80           1845              21.52              34
## 4323              2.66           1867              21.78              33
## 4338              2.72           1937              22.59              33
## 4353              2.60           2000              23.32              32
## 4368              2.96           2050              23.91              36
## 4383              3.24           2121              24.73              40
## 4398              2.82           1867              21.78              35
## 4413              3.45           2218              25.87              42
## 4428              3.35           2239              26.11              41
## 4443              3.43           2262              26.39              42
## 4458              3.85           2291              26.72              47
## 4473              3.48           2328              27.16              43
## 4488              3.65           2396              27.94              45
## 4503              4.64           2797              32.62              57
## 4518              3.79           2439              28.44              46
## 4533              3.78           2521              29.40              46
## 4548              3.72           2560              29.86              46
## 4563              3.70           2578              30.07              45
## 4578              3.77           2597              30.28              46
## 4593              3.91           2554              29.78              48
## 4608              3.44           2522              29.42              42
## 4623              3.63           2685              31.32              44
## 4638              3.95           2645              30.85              48
## 4653              4.15           2549              29.72              51
## 4668              3.95           2467              28.77              48
## 4683              3.80           2385              27.82              47
## 4698              3.67           2330              27.17              45
## 4713              3.87           2234              26.06              47
## 4728              4.18           2105              24.55              51
## 4743              4.30           2013              23.48              53
## 4758              4.11           1951              22.75              50
## 4773              4.22           1873              21.84              52
## 4788              4.59           1792              20.89              56
## 4803              4.63           1719              20.05              57
## 4818              4.93           1678              19.57              60
## 4833              5.04           1601              18.67              62
## 4848              4.93           1531              17.86              60
## 4863              5.06           1498              17.47              62
## 4878              5.07           1467              17.11              62
## 4893              4.92           1442              16.82              60
## 4908              4.59           1405              16.39              56
## 4923              4.15           1357              15.83              51
## 4938              3.80           1312              15.30              47
## 4953              3.69           1279              14.91              45
## 4968              3.56           1234              14.39              44
## 4983              3.32           1218              14.20              41
## 4998              3.14           1178              13.74              38
## 5013              3.20           1139              13.29              39
## 5028              2.99           1111              12.96              37
## 5043              2.75           1088              12.69              34
## 5058              2.76           1068              12.45              34
## 5073              2.57           1063              12.39              31
## 5088              2.52           1030              12.01              31
## 5103              2.48           1021              11.91              30
## 5118              2.43           1025              11.95              30
## 5133              2.33           1008              11.76              29
## 5148              2.36            986              11.50              29
## 5163              2.12            962              11.22              26
## 5178              2.10            944              11.01              26
## 5193              1.94            921              10.75              24
## 5208              1.66            894              10.43              20
## 5223              1.34            863              10.06              16
## 5238              1.22            837               9.76              15
## 5253              1.06            797               9.29              13
## 5268              1.10            762               8.88              13
## 5283              1.06            773               9.01              13
## 5298              0.99            783               9.13              12
## 5313              1.06            784               9.14              13
## 5328              1.13            778               9.07              14
## 5343              1.10            780               9.09              13
## 5358              1.07            792               9.24              13
## 5373              1.00            803               9.36              12
## 5388              0.99            775               9.04              12
## 5403              0.96            754               8.79              12
## 5418              0.93            743               8.66              11
## 5433              0.98            721               8.41              12
## 5448              0.97            719               8.38              12
## 5463              0.94            703               8.20              12
## 5478              0.92            699               8.15              11
## 5493              0.92            694               8.09              11
## 5508              0.96            703               8.20              12
## 5523              0.91            712               8.30              11
## 5538              0.84            716               8.35              10
## 5553              0.80            708               8.25              10
## 5568              0.82            713               8.32              10
## 5583              0.79            709               8.27              10
## 5598              0.80            711               8.29              10
## 5613              0.75            698               8.14               9
## 5628              0.77            685               7.99               9
## 5643              0.69            680               7.93               8
## 5658              0.73            684               7.98               9
## 5673              0.69            682               7.95               8
## 5688              0.69            678               7.91               8
## 5703              0.75            695               8.11               9
## 5718              0.71            709               8.26               9
## 5733              0.66            720               8.40               8
## 5748              0.63            755               8.80               8
## 5763              0.58            781               9.11               7
## 5778              0.59            815               9.50               7
## 5793              0.55            853               9.95               7
## 5808              0.43            879              10.25               5
## 5823              0.47            908              10.59               6
## 5838              0.48            943              11.00               6
## 5853              0.54            990              11.54               7
## 5868              0.51           1042              12.15               6
## 5883              0.45           1081              12.60               6
## 5898              0.55           1114              13.00               7
## 5913              0.54           1166              13.60               7
## 5928              0.50           1209              14.10               6
## 5943              0.49           1244              14.51               6
## 5958              0.49           1293              15.08               6
## 5973              0.50           1345              15.69               6
## 5988              0.62           1413              16.48               8
## 6003              0.57           1467              17.11               7
## 6018              0.55           1517              17.69               7
## 6033              0.64           1563              18.23               8
## 6048              0.63           1604              18.71               8
## 6063              0.70           1590              18.55               9
## 6078              0.71           1568              18.29               9
## 6093              0.65           1537              17.93               8
## 6108              0.69           1510              17.61               8
## 6123              0.84           1437              16.76              10
## 6138              0.89           1387              16.17              11
## 6153              0.87           1338              15.60              11
## 6168              0.78           1300              15.16              10
## 6183              0.83           1231              14.36              10
## 6198              0.89           1169              13.64              11
## 6213              0.90           1122              13.09              11
## 6228              0.82           1093              12.75              10
## 6243              0.75           1059              12.36               9
## 6258              0.76           1042              12.15               9
## 6273              0.79           1012              11.81              10
## 6288              0.82           1012              11.80              10
## 6303              0.75           1011              11.80               9
## 6318              0.75           1010              11.78               9
## 6333              0.66            997              11.63               8
## 6348              0.73            983              11.46               9
## 6363              0.71            957              11.16               9
## 6378              0.65            938              10.94               8
## 6393              0.56            920              10.73               7
## 6408              0.56            900              10.50               7
## 6423              0.52            893              10.42               6
## 6438              0.58            874              10.19               7
## 6453              0.49            854               9.96               6
## 6468              0.56            830               9.68               7
## 6483              0.56            812               9.47               7
## 6498              0.58            801               9.34               7
## 6513              0.59            772               9.01               7
## 6528              0.55            737               8.60               7
## 6543              0.56            722               8.42               7
## 6558              0.57            706               8.23               7
## 6573              0.54            683               7.96               7
## 6588              0.57            666               7.76               7
## 6603              0.59            653               7.62               7
## 6618              0.57            617               7.20               7
## 6633              0.58            583               6.80               7
## 6648              0.63            566               6.60               8
## 6663              0.59            537               6.26               7
## 6678              0.55            498               5.80               7
## 6693              0.56            465               5.43               7
## 6708              0.50            418               4.87               6
## 6723              0.51            404               4.71               6
## 6738              0.50            381               4.44               6
## 6753              0.38            359               4.18               5
## 6768              0.37            339               3.95               5
## 6783              0.38            336               3.92               5
## 6798              0.35            312               3.64               4
## 6813              0.33            292               3.40               4
## 6828              0.28            266               3.10               3
## 6843              0.26            246               2.87               3
## 6858              0.28            234               2.73               3
## 6873              0.27            226               2.64               3
## 6888              0.30            210               2.45               4
## 6903              0.26            199               2.32               3
## 6918              0.24            185               2.16               3
## 6933              0.24            179               2.08               3
## 6948              0.26            175               2.04               3
## 6963              0.22            165               1.92               3
## 6978              0.23            158               1.85               3
## 6993              0.15            155               1.80               2
## 7008              0.14            151               1.76               2
## 7023              0.15            143               1.67               2
## 7038              0.22            140               1.63               3
## 7053              0.23            133               1.55               3
## 7068              0.23            128               1.50               3
## 7083              0.22            125               1.46               3
## 7098              0.24            122               1.42               3
## 7113              0.28            112               1.31               3
## 7128              0.26            107               1.25               3
## 7143              0.15             84               0.98               2
## 7158              0.13             69               0.81               2
## 7173              0.14             93               1.08               2
## 7188              0.14             91               1.06               2
## 7203              0.14             91               1.06               2
## 7218              0.14             90               1.05               2
## 7233              0.17             88               1.02               2
## 7248              0.17             88               1.02               2
## 7263              0.17            106               1.23               2
## 7278              0.17             76               0.89               2
## 7293              0.13             76               0.88               2
## 7308              0.10             73               0.85               1
## 7323              0.17             68               0.80               2
## 7338              0.15            100               1.16               2
## 7353              0.15            100               1.16               2
## 7368              0.16            102               1.19               2
## 7383              0.15            103               1.20               2
## 7398              0.15            101               1.18               2
## 7413              0.14             97               1.13               2
## 7428              0.03             97               1.13               0
## 7443              0.06             68               0.79               1
## 7458              0.06             68               0.79               1
## 7473              0.05             67               0.78               1
## 7488              0.05             59               0.69               1
## 7503              0.05             52               0.60               1
## 7518              0.05             41               0.48               1
## 7533              0.07             46               0.53               1
## 7548              0.05             48               0.56               1
## 7563              0.05             48               0.56               1
## 7578              0.05             60               0.70               1
## 7593              0.06             71               0.83               1
## 7608              0.06             82               0.95               1
## 7623              0.06            101               1.17               1
## 7638              0.02            106               1.24               0
## 7653              0.01            110               1.28               0
## 7668              0.01            110               1.28               0
## 7683              0.01            127               1.48               0
## 7698              0.00            139               1.62               0
## 7713              0.00            153               1.79               0
## 7728              0.00            160               1.87               0
## 7743              0.00            184               2.15               0
## 7758              0.01            198               2.30               0
## 7773              0.01            198               2.30               0
## 7788              0.01            221               2.57               0
## 7803              0.01            234               2.73               0
## 7818              0.01            243               2.83               0
## 7833              0.01            269               3.13               0
## 7848              0.01            278               3.24               0
## 7863              0.00            308               3.59               0
## 7878              0.01            369               4.31               0
## 7893              0.01            343               4.00               0
## 7908              0.01            365               4.26               0
## 7923              0.01            378               4.41               0
## 7938              0.42            388               4.53               5
## 7953              0.42            398               4.64               5
## 7968              0.44            412               4.81               5
## 7983              0.43            431               5.02               5
## 7998              0.44            451               5.26               5
## 8013              0.44            446               5.20               5
## 8028              0.48            449               5.24               6
## 8043              0.08            466               5.43               1
## 8058              0.09            490               5.71               1
## 8073              0.07            502               5.85               1
## 8088              0.07            508               5.92               1
## 8103              0.06            524               6.11               1
## 8118              0.06            526               6.13               1
## 8133              0.03            537               6.26               0
## 8148              0.05            557               6.47               1
## 8163              0.05            571               6.63               1
## 8178              0.07            590               6.86               1
## 8193              0.09            599               6.96               1
## 8208              0.09            628               7.30               1
## 8223              0.09            648               7.53               1
## 8238              0.08            661               7.68               1
## 8253              0.09            648               7.53               1
## 8268              0.09            649               7.54               1
## 8283              0.12            667               7.76               1
## 8298              0.13            714               8.30               2
## 8313              0.13            711               8.27               2
## 8328              0.14            727               8.45               2
## 8343              0.22            744               8.64               3
## 8358              0.20            770               8.95               2
## 8373              0.21            781               9.08               3
## 8388              0.20            775               9.01               2
## 8403              0.20            751               8.72               2
## 8418              0.24            748               8.70               3
## 8433              0.24            754               8.76               3
## 8448              0.27            748               8.69               3
## 8463              0.31            733               8.52               4
## 8478              0.37            729               8.47               5
## 8493              0.36            710               8.25               4
## 8508              0.38            706               8.20               5
## 8523              0.36            703               8.17               4
## 8538              0.35            680               7.90               4
## 8553              0.31            663               7.70               4
## 8568              0.34            650               7.56               4
## 8583              0.28            636               7.39               3
## 8598              0.33            628               7.30               4
## 8613              0.33            606               7.04               4
## 8628              0.31            574               6.67               4
## 8643              0.38            557               6.48               5
## 8658              0.41            553               6.42               5
## 8673              0.36            540               6.28               4
## 8688              0.40            536               6.23               5
## 8703              0.38            536               6.23               5
## 8718              0.35            530               6.16               4
## 8733              0.37            546               6.35               5
## 8748              0.36            558               6.48               4
## 8763              0.29            554               6.44               4
## 8778              0.34            555               6.45               4
## 8793              0.30            557               6.48               4
## 8808              0.31            562               6.53               4
## 8823              0.33            573               6.66               4
## 8838              0.34            562               6.53               4
## 8853              0.34            552               6.41               4
## 8868              0.36            542               6.30               4
## 8883              0.30            534               6.21               4
## 8898              0.31            504               5.85               4
## 8913              0.34            469               5.45               4
## 8928              0.35            436               5.07               4
## 8943              0.33            422               4.90               4
## 8958              0.33            409               4.76               4
## 8973              0.33            409               4.75               4
## 8988              0.35            412               4.79               4
## 9003              0.37            419               4.87               5
## 9018              0.29            430               5.00               4
## 9033              0.27            450               5.23               3
## 9048              0.26            470               5.46               3
## 9063              0.22            495               5.75               3
## 9078              0.24            516               6.00               3
## 9093              0.29            523               6.07               4
## 9108              0.23            538               6.26               3
## 9123              0.23            547               6.36               3
## 9138              0.26            561               6.52               3
## 9153              0.28            558               6.48               3
## 9168              0.30            563               6.54               4
## 9183              0.30            570               6.63               4
## 9198              0.22            591               6.87               3
## 9213              0.27            602               7.00               3
## 9228              0.28            623               7.24               3
## 9243              0.30            627               7.28               4
## 9258              0.31            639               7.43               4
## 9273              0.28            636               7.39               3
## 9288              0.23            632               7.35               3
## 9303              0.22            639               7.42               3
## 9318              0.20            647               7.52               2
## 9333              0.20            651               7.57               2
## 9348              0.16            665               7.73               2
## 9363              0.15            676               7.85               2
## 9378              0.16            702               8.16               2
## 9393              0.20            728               8.46               2
## 9408              0.21            751               8.73               3
## 9423              0.24            777               9.04               3
## 9438              0.22           1005              11.68               3
## 9453              0.22           1056              12.27               3
## 9468              0.19           1080              12.55               2
## 9483              0.19           1089              12.66               2
## 9498              0.16           1101              12.80               2
## 9513              0.17           1146              13.32               2
## 9528              0.14           1181              13.73               2
## 9543              0.16           1040              12.09               2
## 9558              0.14           1089              12.66               2
## 9573              0.15           1144              13.29               2
## 9588              0.15           1205              14.01               2
## 9603              0.17           1270              14.76               2
## 9618              0.17           1294              15.04               2
## 9633              0.16           1389              16.14               2
## 9648              0.21           1483              17.23               3
## 9663              0.24           1550              18.01               3
## 9678              0.24           1621              18.84               3
## 9693              0.26           1683              19.56               3
## 9708              0.28           1757              20.42               3
## 9723              0.30           1902              22.11               4
## 9738              0.35           2035              23.65               4
## 9753              0.36           2286              26.56               4
## 9768              0.34           2521              29.30               4
## 9783              0.36           2820              32.78               4
## 9798              0.36           3241              37.66               4
## 9813              0.37           3712              43.14               5
## 9828              0.35           4279              49.73               4
## 9843              0.36           5231              60.79               4
## 9858              0.28           4693              54.54               3
## 9873              0.26           4174              48.51               3
## 9888              0.22           3625              42.12               3
## 9903              0.41           8020              93.21               5
## 9918              0.49           9133             106.15               6
## 9933              0.58          10103             117.42               7
## 9948              0.62          10787             125.37               8
## 9963              0.77          13139             152.70               9
## 9978              0.86          15585             181.13              11
## 9993              1.01          17849             207.43              12
## 10008             0.96          14984             174.15              12
## 10023             1.03          15222             176.90              13
## 10038             1.37          15413             179.12              17
## 10053             1.57          15654             181.92              19
## 10068             1.73          15613             181.45              21
## 10083             2.15          15442             179.47              26
## 10098             2.27          14751             171.44              28
## 10113             2.39          14077             163.60              29
## 10128             2.87          13251             154.00              35
## 10143             3.02          12374             143.81              37
## 10158             3.24          11363             132.05              40
## 10173             3.72          10106             117.45              46
## 10188             4.32           8789             102.14              53
## 10203             4.30           8066              93.74              53
## 10218             4.63           7327              85.15              57
## 10233             4.94           6817              79.23              61
## 10248             5.36           6499              75.53              66
## 10263             5.97           6175              71.77              73
## 10278             5.87           5977              69.47              72
## 10293             5.54           5812              67.54              68
## 10308             5.68           5697              66.21              70
## 10323             5.66           5326              61.90              70
## 10338             5.61           5017              58.31              69
## 10353             5.44           4735              55.03              67
## 10368             4.95           4368              50.76              61
## 10383             4.82           4025              46.78              59
## 10398             4.80           3734              43.40              59
## 10413             4.54           3405              39.58              56
## 10428             4.32           3351              38.94              53
## 10443             4.07           3315              38.53              50
## 10458             3.80           3268              37.98              47
## 10473             3.64           3216              37.37              45
##       avgratedeaths_last7 raterecovered
## 30                     NA          0.00
## 34                     NA          0.00
## 38                     NA          0.00
## 42                     NA          0.00
## 46                     NA          0.00
## 50                     NA          0.00
## 55                     NA          0.00
## 63                     NA          0.00
## 78                     NA          0.00
## 93                     NA          0.00
## 108                    NA          0.00
## 123                    NA          0.00
## 138                    NA          0.00
## 153                    NA          0.00
## 168                    NA          0.00
## 183                    NA          0.00
## 198                    NA          0.00
## 213                    NA          0.00
## 228                    NA          0.00
## 243                    NA          0.00
## 258                  0.01          0.00
## 273                  0.01          0.00
## 288                  0.01          0.02
## 303                  0.03          0.31
## 318                  0.03          0.00
## 333                  0.03          0.00
## 348                  0.03          0.00
## 363                  0.04          0.00
## 378                  0.04          0.00
## 393                  0.05          2.27
## 408                  0.07          0.00
## 423                  0.09          0.00
## 438                  0.12          0.00
## 453                  0.16          7.13
## 468                  0.20          0.00
## 483                  0.24          0.00
## 498                  0.30          0.00
## 513                  0.30          0.00
## 528                  0.36          0.00
## 543                  0.39          0.00
## 558                  0.40          0.00
## 573                  0.47          0.00
## 588                  0.52          0.00
## 603                  0.69          0.00
## 618                  0.74          0.00
## 633                  0.86         38.66
## 648                  0.91          2.80
## 663                  0.96          3.41
## 678                  1.01          2.34
## 693                  1.08          2.83
## 708                  1.02          2.25
## 723                  1.09          2.80
## 738                  1.07          3.88
## 753                  1.06          3.32
## 768                  1.10          2.04
## 783                  1.07          3.78
## 798                  1.04          2.41
## 813                  1.03          2.93
## 828                  1.14          4.68
## 843                  1.15          3.09
## 858                  1.15          3.42
## 873                  1.13          3.73
## 888                  1.19          4.02
## 903                  1.25          4.21
## 918                  1.29          4.54
## 933                  1.17          2.97
## 948                  1.08          3.97
## 963                  1.20          3.01
## 978                  1.22          2.06
## 993                  1.22          4.12
## 1008                 1.18          4.83
## 1023                 1.20          4.19
## 1038                 1.13          2.45
## 1053                 1.16          4.89
## 1068                 1.06          3.45
## 1083                 0.97          3.39
## 1098                 0.86          5.27
## 1113                 0.83          3.79
## 1128                 0.75          5.89
## 1143                 0.77          5.74
## 1158                 0.76          2.62
## 1173                 0.70          3.35
## 1188                 0.79          3.77
## 1203                 0.82          4.02
## 1218                 0.85          3.73
## 1233                 0.84          3.49
## 1248                 0.83          3.38
## 1263                 0.83          1.89
## 1278                 1.09          3.22
## 1293                 0.99          2.93
## 1308                 0.96          2.40
## 1323                 0.94          3.44
## 1338                 0.97          2.78
## 1353                 0.95          4.99
## 1368                 0.88          7.56
## 1383                 0.56          3.52
## 1398                 0.54          3.27
## 1413                 0.53          4.28
## 1428                 0.48          5.60
## 1443                 0.37          5.34
## 1458                 0.35          6.11
## 1473                 0.37          5.34
## 1488                 0.41          5.38
## 1503                 0.43          5.49
## 1518                 0.40          1.60
## 1533                 0.36          2.32
## 1548                 0.39          2.39
## 1563                 0.38          2.54
## 1578                 0.35          2.67
## 1593                 0.32          1.41
## 1608                 0.29          2.15
## 1623                 0.26          1.33
## 1638                 0.24          1.05
## 1653                 0.18          0.89
## 1668                 0.12          0.00
## 1683                 0.07          0.00
## 1698                 0.05          0.00
## 1713                 0.11          9.52
## 1728                 0.13          2.29
## 1743                 0.10          0.00
## 1758                 0.15          2.75
## 1773                 0.19          1.45
## 1788                 0.20          1.42
## 1803                 0.21          0.77
## 1818                 0.15          0.37
## 1833                 0.14          0.93
## 1848                 0.17          0.89
## 1863                 0.11          0.96
## 1878                 0.09          0.69
## 1893                 0.09          1.14
## 1908                 0.09          1.04
## 1923                 0.08          0.57
## 1938                 0.07          1.33
## 1953                 0.05          0.84
## 1968                 0.06          1.82
## 1983                 0.06        276.24
## 1998                 0.06          1.03
## 2013                 0.05          0.27
## 2028                 0.05          1.63
## 2043                 0.04          1.26
## 2058                 0.04          0.87
## 2073                 0.03          1.54
## 2088                 0.03          1.28
## 2103                 0.02          1.03
## 2118                 0.02          1.27
## 2133                 0.02          0.86
## 2148                 0.02          0.00
## 2163                 0.02          0.00
## 2178                 0.02          0.00
## 2193                 0.02          0.00
## 2208                 0.02          0.00
## 2223                 0.02          0.00
## 2238                 0.03          0.00
## 2253                 0.02          0.00
## 2268                 0.02          0.00
## 2283                 0.02          0.00
## 2298                 0.02          0.00
## 2313                 0.02          0.00
## 2328                 0.02          0.00
## 2343                 0.02         25.13
## 2358                 0.02          1.10
## 2373                 0.04          1.57
## 2388                 0.05          1.99
## 2403                 0.05          1.83
## 2418                 0.04          1.29
## 2433                 0.04          1.61
## 2448                 0.04          0.97
## 2463                 0.05          1.78
## 2478                 0.03          1.81
## 2493                 0.02          1.69
## 2508                 0.02          1.04
## 2523                 0.03          1.21
## 2538                 0.03          1.24
## 2553                 0.04          0.92
## 2568                 0.03          1.04
## 2583                 0.03          0.84
## 2598                 0.03          1.00
## 2613                 0.04          1.14
## 2628                 0.03          1.50
## 2643                 0.03          0.76
## 2658                 0.03          0.62
## 2673                 0.03          0.99
## 2688                 0.03          0.90
## 2703                 0.03          1.17
## 2718                 0.02          1.27
## 2733                 0.02          1.00
## 2748                 0.02          0.71
## 2763                 0.02          1.04
## 2778                 0.01          2.36
## 2793                 0.01          2.78
## 2808                 0.01          2.61
## 2823                 0.01          2.55
## 2838                 0.02          2.46
## 2853                 0.02          2.50
## 2868                 0.02          1.87
## 2883                 0.02          2.33
## 2898                 0.03          2.05
## 2913                 0.03          2.43
## 2928                 0.03          2.40
## 2943                 0.03          3.17
## 2958                 0.04          3.57
## 2973                 0.04          3.91
## 2988                 0.03          3.72
## 3003                 0.03          2.75
## 3018                 0.03          3.00
## 3033                 0.04          3.65
## 3048                 0.04          4.71
## 3063                 0.04          5.47
## 3078                 0.04          5.83
## 3093                 0.05          5.43
## 3108                 0.04          5.47
## 3123                 0.07          6.76
## 3138                 0.07          6.29
## 3153                 0.08          9.27
## 3168                 0.09          9.63
## 3183                 0.10         10.22
## 3198                 0.11          9.95
## 3213                 0.12          8.19
## 3228                 0.11          9.91
## 3243                 0.13         11.67
## 3258                 0.14         12.95
## 3273                 0.12         13.33
## 3288                 0.13         11.87
## 3303                 0.12         10.23
## 3318                 0.12          8.74
## 3333                 0.15         11.48
## 3348                 0.14         12.19
## 3363                 0.14         12.71
## 3378                 0.14         11.16
## 3393                 0.13         11.31
## 3408                 0.14         10.95
## 3423                 0.16          9.32
## 3438                 0.15          8.93
## 3453                 0.15          8.85
## 3468                 0.17         11.98
## 3483                 0.17         11.77
## 3498                 0.18         11.59
## 3513                 0.19         11.24
## 3528                 0.19          9.94
## 3543                 0.20          9.38
## 3558                 0.21         13.41
## 3573                 0.19         11.48
## 3588                 0.21         10.64
## 3603                 0.22         10.59
## 3618                 0.24         10.73
## 3633                 0.27          9.15
## 3648                 0.27          9.13
## 3663                 0.29         12.50
## 3678                 0.31         10.20
## 3693                 0.28         11.17
## 3708                 0.29         11.09
## 3723                 0.29         11.44
## 3738                 0.27          9.83
## 3753                 0.30          9.83
## 3768                 0.30         13.55
## 3783                 0.30         12.82
## 3798                 0.31         13.76
## 3813                 0.33         13.41
## 3828                 0.30         15.49
## 3843                 0.32         15.15
## 3858                 0.31         13.70
## 3873                 0.31         17.80
## 3888                 0.32         16.42
## 3903                 0.34         15.76
## 3918                 0.32         14.95
## 3933                 0.35         14.66
## 3948                 0.34         10.81
## 3963                 0.34         10.96
## 3978                 0.35         14.41
## 3993                 0.36         13.75
## 4008                 0.34         12.92
## 4023                 0.36         13.56
## 4038                 0.33         11.93
## 4053                 0.35         11.63
## 4068                 0.35         11.45
## 4083                 0.33         15.98
## 4098                 0.35         14.92
## 4113                 0.37         13.88
## 4128                 0.37         14.92
## 4143                 0.38         14.88
## 4158                 0.37         13.05
## 4173                 0.38         14.20
## 4188                 0.42         20.25
## 4203                 0.41         18.94
## 4218                 0.42         18.43
## 4233                 0.43         17.44
## 4248                 0.43         18.07
## 4263                 0.44         14.86
## 4278                 0.42         15.91
## 4293                 0.39         21.76
## 4308                 0.40         21.54
## 4323                 0.38         20.98
## 4338                 0.39         21.28
## 4353                 0.37         21.04
## 4368                 0.42         18.68
## 4383                 0.46         22.46
## 4398                 0.40          0.00
## 4413                 0.49          0.00
## 4428                 0.48         69.53
## 4443                 0.49         22.19
## 4458                 0.55         23.27
## 4473                 0.50         23.14
## 4488                 0.52         23.35
## 4503                 0.66          0.00
## 4518                 0.54          0.00
## 4533                 0.54         86.41
## 4548                 0.53         20.40
## 4563                 0.53         16.29
## 4578                 0.54         26.85
## 4593                 0.56         24.40
## 4608                 0.49         34.30
## 4623                 0.52         35.48
## 4638                 0.56         31.30
## 4653                 0.59         26.53
## 4668                 0.56         23.11
## 4683                 0.54         26.19
## 4698                 0.52         30.03
## 4713                 0.55         37.24
## 4728                 0.60         28.34
## 4743                 0.61         30.84
## 4758                 0.59         27.02
## 4773                 0.60         26.24
## 4788                 0.66         23.52
## 4803                 0.66         20.23
## 4818                 0.70         23.79
## 4833                 0.72         21.90
## 4848                 0.70         22.97
## 4863                 0.72         19.50
## 4878                 0.72         22.35
## 4893                 0.70         16.54
## 4908                 0.66         18.04
## 4923                 0.59         20.39
## 4938                 0.54         18.33
## 4953                 0.53         18.19
## 4968                 0.51         16.74
## 4983                 0.47         16.96
## 4998                 0.45         13.47
## 5013                 0.46         12.56
## 5028                 0.43         18.31
## 5043                 0.39         15.81
## 5058                 0.39         16.53
## 5073                 0.37         14.57
## 5088                 0.36         15.06
## 5103                 0.35         11.29
## 5118                 0.35         12.02
## 5133                 0.33         15.74
## 5148                 0.34         13.35
## 5163                 0.30         13.11
## 5178                 0.30         13.58
## 5193                 0.28         12.92
## 5208                 0.24         10.19
## 5223                 0.19          9.67
## 5238                 0.17         13.81
## 5253                 0.15         12.56
## 5268                 0.16         12.02
## 5283                 0.15         11.20
## 5298                 0.14         11.18
## 5313                 0.15          7.95
## 5328                 0.16          8.64
## 5343                 0.16         11.73
## 5358                 0.15          8.86
## 5373                 0.14         10.32
## 5388                 0.14          9.73
## 5403                 0.14          9.24
## 5418                 0.13          8.77
## 5433                 0.14          7.52
## 5448                 0.14         10.23
## 5463                 0.13          9.50
## 5478                 0.13          9.49
## 5493                 0.13          8.60
## 5508                 0.14          9.40
## 5523                 0.13          6.80
## 5538                 0.12          6.45
## 5553                 0.11          8.76
## 5568                 0.12          8.64
## 5583                 0.11          9.33
## 5598                 0.11          8.46
## 5613                 0.11          7.94
## 5628                 0.11          7.13
## 5643                 0.10          7.53
## 5658                 0.10          9.15
## 5673                 0.10          8.46
## 5688                 0.10          8.60
## 5703                 0.11          8.65
## 5718                 0.10          7.76
## 5733                 0.09          6.99
## 5748                 0.09          8.00
## 5763                 0.08          8.77
## 5778                 0.08          8.72
## 5793                 0.08          8.11
## 5808                 0.06          8.60
## 5823                 0.07          8.47
## 5838                 0.07          7.18
## 5853                 0.08          8.65
## 5868                 0.07         10.72
## 5883                 0.06         11.58
## 5898                 0.08         10.41
## 5913                 0.08         11.00
## 5928                 0.07         11.52
## 5943                 0.07         10.66
## 5958                 0.07         11.00
## 5973                 0.07         14.34
## 5988                 0.09         14.80
## 6003                 0.08         15.15
## 6018                 0.08         14.32
## 6033                 0.09         13.95
## 6048                 0.09         13.35
## 6063                 0.10         13.30
## 6078                 0.10         18.62
## 6093                 0.09         19.85
## 6108                 0.10         19.29
## 6123                 0.12         19.53
## 6138                 0.13         18.75
## 6153                 0.12         15.79
## 6168                 0.11         15.60
## 6183                 0.12         18.96
## 6198                 0.13         15.92
## 6213                 0.13         16.55
## 6228                 0.12         15.80
## 6243                 0.11         14.58
## 6258                 0.11         13.33
## 6273                 0.11         12.02
## 6288                 0.12         15.27
## 6303                 0.11         13.85
## 6318                 0.11         13.42
## 6333                 0.09         12.41
## 6348                 0.10         12.21
## 6363                 0.10         10.58
## 6378                 0.09         10.38
## 6393                 0.08         12.64
## 6408                 0.08         12.05
## 6423                 0.07         12.71
## 6438                 0.08         12.04
## 6453                 0.07         11.39
## 6468                 0.08          9.28
## 6483                 0.08          8.60
## 6498                 0.08         11.34
## 6513                 0.08         10.46
## 6528                 0.08         10.62
## 6543                 0.08          9.84
## 6558                 0.08          9.85
## 6573                 0.08          8.72
## 6588                 0.08          6.47
## 6603                 0.08          8.77
## 6618                 0.08          9.38
## 6633                 0.08          9.00
## 6648                 0.09          8.54
## 6663                 0.08          8.01
## 6678                 0.08          6.31
## 6693                 0.08          6.73
## 6708                 0.07          7.41
## 6723                 0.07          7.72
## 6738                 0.07          7.35
## 6753                 0.05          6.20
## 6768                 0.05          6.05
## 6783                 0.05          4.86
## 6798                 0.05          4.43
## 6813                 0.05          4.85
## 6828                 0.04          4.98
## 6843                 0.04          5.15
## 6858                 0.04          4.13
## 6873                 0.04          3.87
## 6888                 0.04          3.45
## 6903                 0.04          2.97
## 6918                 0.03          3.70
## 6933                 0.03          3.23
## 6948                 0.04          3.30
## 6963                 0.03          2.48
## 6978                 0.03          2.52
## 6993                 0.02          2.06
## 7008                 0.02          2.24
## 7023                 0.02          2.26
## 7038                 0.03          2.18
## 7053                 0.03          2.24
## 7068                 0.03          1.97
## 7083                 0.03          1.80
## 7098                 0.03          1.92
## 7113                 0.04          1.31
## 7128                 0.04          2.08
## 7143                 0.02          0.00
## 7158                 0.02          0.00
## 7173                 0.02          4.58
## 7188                 0.02          1.43
## 7203                 0.02          1.28
## 7218                 0.02          0.00
## 7233                 0.02          2.39
## 7248                 0.02          0.00
## 7263                 0.02          0.00
## 7278                 0.02          3.31
## 7293                 0.02          1.10
## 7308                 0.01          0.89
## 7323                 0.02          0.80
## 7338                 0.02          3.39
## 7353                 0.02          0.00
## 7368                 0.02          0.00
## 7383                 0.02          3.01
## 7398                 0.02          0.82
## 7413                 0.02          0.61
## 7428                 0.00          0.78
## 7443                 0.01          1.24
## 7458                 0.01          0.00
## 7473                 0.01          0.00
## 7488                 0.01          1.66
## 7503                 0.01          0.00
## 7518                 0.01          0.00
## 7533                 0.01          0.00
## 7548                 0.01          0.80
## 7563                 0.01          0.00
## 7578                 0.01          0.00
## 7593                 0.01          2.74
## 7608                 0.01          0.98
## 7623                 0.01          0.84
## 7638                 0.00          1.03
## 7653                 0.00          1.01
## 7668                 0.00          0.00
## 7683                 0.00          0.00
## 7698                 0.00          4.04
## 7713                 0.00          1.25
## 7728                 0.00          1.12
## 7743                 0.00          1.12
## 7758                 0.00          1.53
## 7773                 0.00          0.00
## 7788                 0.00          0.00
## 7803                 0.00          5.35
## 7818                 0.00          2.13
## 7833                 0.00          1.71
## 7848                 0.00          1.66
## 7863                 0.00          2.53
## 7878                 0.00          0.00
## 7893                 0.00          6.30
## 7908                 0.00          3.04
## 7923                 0.00          3.22
## 7938                 0.06          2.96
## 7953                 0.06          3.14
## 7968                 0.06          3.60
## 7983                 0.06          3.99
## 7998                 0.06          0.00
## 8013                 0.06          9.74
## 8028                 0.07          4.33
## 8043                 0.01          4.34
## 8058                 0.01          3.57
## 8073                 0.01          5.35
## 8088                 0.01          0.00
## 8103                 0.01          0.00
## 8118                 0.01         17.33
## 8133                 0.00          5.00
## 8148                 0.01          4.17
## 8163                 0.01          4.29
## 8178                 0.01          6.29
## 8193                 0.01          0.00
## 8208                 0.01          0.00
## 8223                 0.01          0.00
## 8238                 0.01         26.64
## 8253                 0.01          5.02
## 8268                 0.01          5.69
## 8283                 0.02          8.14
## 8298                 0.02          0.00
## 8313                 0.02          0.00
## 8328                 0.02         24.45
## 8343                 0.03          7.90
## 8358                 0.03          6.33
## 8373                 0.03          7.59
## 8388                 0.03          7.33
## 8403                 0.03          0.00
## 8418                 0.03          0.00
## 8433                 0.03         28.37
## 8448                 0.04          9.26
## 8463                 0.04          7.12
## 8478                 0.05          7.88
## 8493                 0.05          8.59
## 8508                 0.05          0.00
## 8523                 0.05          0.00
## 8538                 0.05         26.22
## 8553                 0.04          8.43
## 8568                 0.05          7.95
## 8583                 0.04          7.53
## 8598                 0.05          7.90
## 8613                 0.05          0.00
## 8628                 0.04          0.00
## 8643                 0.05         24.57
## 8658                 0.06          7.80
## 8673                 0.05          5.66
## 8688                 0.06          6.24
## 8703                 0.05          7.31
## 8718                 0.05          0.00
## 8733                 0.05          0.00
## 8748                 0.05         20.59
## 8763                 0.04          6.30
## 8778                 0.05          5.00
## 8793                 0.04          5.93
## 8808                 0.04          6.31
## 8823                 0.05          0.00
## 8838                 0.05         13.88
## 8853                 0.05          6.37
## 8868                 0.05          6.80
## 8883                 0.04          5.61
## 8898                 0.04          5.65
## 8913                 0.05          6.24
## 8928                 0.05          0.00
## 8943                 0.05         14.47
## 8958                 0.05          6.31
## 8973                 0.05          6.40
## 8988                 0.05          5.30
## 9003                 0.05          4.21
## 9018                 0.04          5.22
## 9033                 0.04          0.00
## 9048                 0.04          9.94
## 9063                 0.03          4.90
## 9078                 0.03          4.67
## 9093                 0.04          3.90
## 9108                 0.03          4.51
## 9123                 0.03          5.25
## 9138                 0.04          0.00
## 9153                 0.04         11.37
## 9168                 0.04          6.02
## 9183                 0.04          6.66
## 9198                 0.03          5.96
## 9213                 0.04          5.73
## 9228                 0.04          6.15
## 9243                 0.04          0.00
## 9258                 0.04         13.24
## 9273                 0.04          7.58
## 9288                 0.03          6.87
## 9303                 0.03          6.15
## 9318                 0.03          6.01
## 9333                 0.03          8.29
## 9348                 0.02          0.00
## 9363                 0.02         16.27
## 9378                 0.02          7.09
## 9393                 0.03          8.04
## 9408                 0.03          5.86
## 9423                 0.03         21.56
## 9438                 0.03          8.83
## 9453                 0.03          0.00
## 9468                 0.03         17.63
## 9483                 0.03          8.81
## 9498                 0.02          8.30
## 9513                 0.02          7.67
## 9528                 0.02          8.39
## 9543                 0.02         10.75
## 9558                 0.02          0.00
## 9573                 0.02         23.26
## 9588                 0.02         11.35
## 9603                 0.02         11.28
## 9618                 0.02          8.77
## 9633                 0.02         10.01
## 9648                 0.03         13.61
## 9663                 0.03          0.00
## 9678                 0.03         30.32
## 9693                 0.04         16.46
## 9708                 0.04         15.97
## 9723                 0.04         11.91
## 9738                 0.05         15.17
## 9753                 0.05         18.63
## 9768                 0.05          0.00
## 9783                 0.05         40.46
## 9798                 0.05         22.94
## 9813                 0.05         21.62
## 9828                 0.05         17.62
## 9843                 0.05         20.28
## 9858                 0.04          0.00
## 9873                 0.04          0.00
## 9888                 0.03          0.00
## 9903                 0.06        175.05
## 9918                 0.07         59.99
## 9933                 0.08         54.02
## 9948                 0.09         64.25
## 9963                 0.11          0.00
## 9978                 0.12          0.00
## 9993                 0.14        409.05
## 10008                0.14        145.78
## 10023                0.15        109.15
## 10038                0.20         89.48
## 10053                0.22        114.51
## 10068                0.25        170.98
## 10083                0.31          0.00
## 10098                0.32          0.00
## 10113                0.34        630.17
## 10128                0.41        167.94
## 10143                0.43        129.28
## 10158                0.46        152.62
## 10173                0.53        226.53
## 10188                0.62          0.00
## 10203                0.61          0.00
## 10218                0.66        520.68
## 10233                0.71         89.53
## 10248                0.77         63.51
## 10263                0.85         67.66
## 10278                0.84         88.02
## 10293                0.79          0.00
## 10308                0.81          0.00
## 10323                0.81        200.92
## 10338                0.80         52.75
## 10353                0.78         50.95
## 10368                0.71         43.84
## 10383                0.69         52.15
## 10398                0.69          0.00
## 10413                0.65          0.00
## 10428                0.62        148.57
## 10443                0.58         44.85
## 10458                0.54         36.05
## 10473                0.52         38.86
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

Nova_Scotia

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://experience.arcgis.com/experience/204d6ed723244dfbb763ca3f913c5cad

prov='Nova_Scotia'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

New_Brunswick

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://experience.arcgis.com/experience/8eeb9a2052d641c996dba5de8f25a8aa (NB dashboard)

prov='New_Brunswick'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

Newfoundland_and_Labrador

[include here: provincial specific caveats or points provinces want to make]
More up-to-date covid data for this province can be found here:
https://covid-19-newfoundland-and-labrador-gnl.hub.arcgis.com/

prov='Newfoundland_and_Labrador'
plot_metadatadf(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

plot_metadatadf_freq(metaCANall[ which(metaCANall$province==prov), ],pal,epidataCANall[ which(epidataCANall$prname==prov), ])

Canadian trees

Down-sampled Canadian SARS-CoV-2 genomes (n ~ 8000 genomes). Pulled from GISAID Jan. 20th, 2022. Alignment from GISAID, ML tree reconstructed in IQ-TREE, time tree estimated in TreeTime, and plotting with ggtree.

### metadata and trees
metasub1 <- read.delim( "./data_needed/subsample1.1_8Ktrim_metadata.tsv")
MLtree_sub1 <- read.tree("./data_needed/subsample1.1_8Ktrim_mltree.nwk")
ttree_sub1 <- read.tree("./data_needed/subsample1.1_8Ktrim_timetree.nwk")

### needed for plotting

#pango group colours
listpangogp <- unique(metasub1$Variant) 
listpangogp[order(listpangogp)] -> listpangogp #reorder
pal <- rep(NA,length(listpangogp))
names(pal) <- listpangogp
pal["other"][[1]] <- "white"
pal["Alpha"][[1]] <- "pink"
pal["A.2.5.2"][[1]] <- "purple"
pal["A.23.1"][[1]] <- "orchid"
pal["B.1.438.1"][[1]] <- "#3EA534"
pal["Delta + AY.*"][[1]] <- "#A6CEE3"
pal["Delta AY.25"][[1]] <- "#61A6A0"
pal["Delta AY.27"][[1]] <- "blue"
pal["Gamma"][[1]] <- "#444444"
pal["Lambda"][[1]] <- "red"
pal["Mu"][[1]] <- "black"
pal["Beta"][[1]] <- "gold"
pal["Omicron"][[1]] <- "palegoldenrod"
pal["Omicron B.1.1.529"][[1]] <- "#8B0000"
pal["Omicron BA.1"][[1]] <- "#FA8072"
pal["Omicron BA.2"][[1]] <- "brown"

#division colours for heatmap
df_PTs <-data.frame(divisions=metasub1$division2) #make df for heatmaps
rownames(df_PTs) <- metasub1$label #needs row names for heatmaps

#division colours
listPTs <- unique(metasub1$division2)
listPTs <- listPTs[order(listPTs)]
listPTs <- listPTs[-3] #remove hubei
getpal2 <- colorRampPalette(brewer.pal(9, "Spectral")) #"Set3
pal2 <- getpal2(length(listPTs))
names(pal2) <- listPTs

### time tree
mrdate <- max(na.omit(metasub1$date))

p1 <- ggtree(ttree_sub1, mrsd = as.Date(mrdate)) %<+% metasub1[,c("label", "Variant"), drop=FALSE] + 
  geom_tippoint(color="black", size=1)+
  geom_tippoint(aes(color = Variant), size=0.5)+ #, shape= lab
  scale_color_manual(breaks=listpangogp, values = pal)+
  #ggtitle("Time tree - Canada - downsample1")+
  coord_cartesian(clip = 'off') + theme_tree2(plot.margin=margin(6, 40, 6, 6))+
  guides(color = guide_legend(override.aes = list(size = 4) ) )+
  theme(legend.position = "right", legend.title = element_blank(), legend.text = element_text(size =12))

plot1 <- gheatmap(p1, df_PTs[, "divisions", drop = FALSE], width= 0.1, color = F, colnames = F, legend_title = F) + 
  scale_fill_manual(breaks=listPTs, values = pal2)

### diversity ML tree
p2 <- ggtree(MLtree_sub1) %<+% metasub1[,c("label", "Variant"), drop=FALSE] + 
  geom_tippoint(color="black", size=1)+
  geom_tippoint(aes(color = Variant), size=0.5)+ 
  scale_color_manual(breaks=listpangogp, values = pal)+
  #ggtitle("ML tree - Canada - subsample1, n = 8K")+
  coord_cartesian(clip = 'off') + theme_tree2(plot.margin=margin(6, 40, 6, 6))+
  guides(color = guide_legend(override.aes = list(size = 4) ) )+
  theme(legend.position = "right", legend.title = element_blank(), legend.text = element_text(size =12))

plot2 <- gheatmap(p2, df_PTs[, "divisions", drop = FALSE], width= 0.1, color = F, colnames = F, legend_title = F) +
  scale_fill_manual(breaks=listPTs, values = pal2)
table(metasub1$Variant)
## 
##      A.2.5.2       A.23.1        Alpha    B.1.438.1         Beta Delta + AY.* 
##           10           13          611          196           32         1649 
##  Delta AY.25  Delta AY.27        Gamma       Lambda           Mu      Omicron 
##         2077          603          151            1            1            1 
## Omicron BA.1 Omicron BA.2        other 
##         1033           10         1972

Time Tree

Diversity Tree

Evolution and growth rates of SARS-CoV-2 in Canada

There are various methods to investigate changes in evolutionary rates of VOC/VOIs and compare their relative fitness in an epidemiological context.

For example, root-to-tip plots give estimates of substitution rates. Clusters with stronger positive slopes than the average SARS-CoV-2 dataset, are an indication that they are accumulating mutations at a faster pace, or clusters that jump up above the average could indicate a mutational jump (similar to what we saw with Alpha when it first appeared in the UK).

Maximum likelihood tree (IQ-TREE) processed with root-to-tip regression and plotting in R.

#RTT code contributed by Art Poon
rooted <- read.tree('./data_needed/subsample1.1_8Ktrim_mltree.rtt.nwk')
metadataRTT <- read.delim("./data_needed/subsample1.1_8Ktrim_metadata.tsv")

get.dates <- function(phy, delimiter='_', pos=-1, format='%Y-%m-%d') {
  dt <- sapply(phy$tip.label, function(x) {
    tokens <- strsplit(x, delimiter)[[1]]
    if (pos < 0) { return(tokens[length(tokens)+pos+1]) }
    else { return(tokens[pos]) }
  })
  as.Date(dt, format=format)
}
tip.dates <- get.dates(rooted, pos=-2)

# total branch length from root to each tip
div <- node.depth.edgelength(rooted)[1:Ntip(rooted)]

# match tips to metadata to retrieve PANGO lineage assignments
accno <- gsub(".+_(EPI_ISL_[0-9]+)_.+", "\\1", rooted$tip.label)
index <- match(accno, metadataRTT$Accession_ID)
pg <- metadataRTT$pango.group[index]

blobs <- function(x, y, col, cex=1) {
  points(x, y, pch=21, cex=cex)
  points(x, y, bg=col, col=rgb(0,0,0,0), pch=21, cex=cex)
}
dlines <- function(x, y, col) {
  lines(x, y, lwd=2.5)
  lines(x, y, col=col)
}

vocs <- c('Alpha', 'Beta', 'Gamma', 'Delta', 'Omicron')
pal <- hcl.colors(n=length(vocs), palette="Sunset")

par(mar=c(5,5,0,1))
plot(tip.dates, div, type='n', las=1, cex.axis=0.6, cex.lab=0.7, bty='n',
     xaxt='n', xlab="Sample collection date", ylab="Divergence from root")
xx <- floor_date(seq(min(tip.dates), max(tip.dates), length.out=5), unit="months")
axis(side=1, at=xx, label=format(xx, "%b %Y"), cex.axis=0.6)

blobs(tip.dates[pg=='other'], div[pg=='other'], col='grey', cex=0.8)
fit0 <- rlm(div[pg=='other'] ~ tip.dates[pg=='other'])
abline(fit0, col='gray50')
fits <- list(other=fit0)

for (i in 1:length(vocs)) {
  variant <- vocs[i]
  x <- tip.dates[pg==variant]
  if (all(is.na(x))) next
  y <- div[pg==variant]
  blobs(x, y, col=pal[i], cex=0.8)
  fit <- rlm(y ~ x)
  dlines(fit$x[,2], predict(fit), col=pal[i])
  fits[[variant]] <- fit
}

legend(x=min(tip.dates), y=max(div), legend=vocs, pch=21, pt.bg=pal, bty='n', cex=0.8)

ci <- lapply(fits, confint.default)
kable(data.frame(
  n=sapply(fits, function(f) nrow(f$x)),                            
  est=29970*sapply(fits, function(f) f$coef[2]),
  lower.95=29970*sapply(ci, function(f) f[2,1]),
  upper.95=29970*sapply(ci, function(f) f[2,2])
), 
col.names = c("Number of genomes", "Estimate", "Lower 95% CI", "Upper 95% CI"),
format="html", align="rrrr", caption="Molecular clock rates (subs/genome/day)",
format.args = list(scientific = FALSE), digits=4, table.attr = "style='width:100%;'")
Molecular clock rates (subs/genome/day)
Number of genomes Estimate Lower 95% CI Upper 95% CI
other 2191 0.0449 0.0432 0.0466
Alpha 611 0.0483 0.0433 0.0532
Beta 32 0.0343 0.0167 0.0520
Gamma 151 0.0307 0.0236 0.0379
Delta 4329 0.0429 0.0410 0.0448
Omicron 1044 0.2605 0.2029 0.3182

Overall, the evolutionary rate among genomes sampled in Canada (0.0669087 subs/genome/day, grey line) is close to the global average of 0.0674941 subs/genome/day. Compared to other lineages sampled in Canada, variant of concern Alpha (B.1.1.7) exhibited a slightly but significantly lower rate of evolution. Both variants of concern Gamma (P.1) and Delta (B.1.617.2) exhibited higher rates, although only Gamma was significantly higher.

Omicron in Canada

Compilation of analyses of omicron and its sublineages in Canada.

#code developed by Rapahel Poujol and Susanne Kraemer
import matplotlib.pyplot as plt
import numpy as np
from data_needed.raphgraph.libs.Functions_For_MutationalGraphs import *

# percent of alt alleles to add mutation label
# File containing label
# Default is AminoAcid labels for non synonymous mutations
def_min_val_label(15)
load_mut_names("data_needed/raphgraph/libs/Mut_Nuc_AA_ORF.dic")
p="data_needed/raphgraph/msa_0120_"


namelist=["Canada.BA.1","final.BA.1","Canada.BA.2","final.BA.2","Canada.B.1.1.529","final.B.1.1.529"]
pathlist=[p+i+".var" for i in namelist]

namelist=[i.replace("_","\n") for i in namelist]
tablelist=openfiles(pathlist)

poslist=getpositions(tablelist,percentmin=75,addmissing=False)
poslist=[i for i in poslist if i>50 and i<29950]
bighist(tablelist,poslist,namelist,mytitle="Omicron mutations: Canada and worldwide")
plt.show()

Mutational profile (point mutations>75%) of Omicron and its sublineages in Canada and global (based on genomes available on the 20th of january 2022).

Aspirational

We are in the process of adding or would like to develop code for some of the following analyses:
* variant growth rates (Sally)
* dN/dS (by variant and by gene/domains)
* Tajima’s D
* clustering analyses (Caroline)
* other? (e.g. PyR0, nnet R, ?)
* BEAST analyses? e.g. infer R0, serial interval, etc for the different Omicron sublineages (might have to wait for more BA.2)

With anonymized data on vaccination status, severity/outcome, reason for sequencing (e.g. outbreak, hospitalization, or general sampling), and setting (workplace, school, daycare, LTC, health institution, other), we could analyze genomic characteristics of the virus relative to the epidemiological and immunological conditions in which it is spreading and evolving. Studies on mutational correlations to superspreading events, vaccination status, or comparisons between variants would allow us to better understand transmission and evolution in these environments.

List of useful tools

Collect a list of bioinformatics, phylogenetic, and modelling tools that are useful for SARS-CoV-2 analyses:

Acknowledgements and Data sources

We thank all the authors, developers, and contributors to the GISAID and VirusSeq database for making their SARS-CoV-2 sequences publicly available. We especially thank the Canadian Public Health Laboratory Network, academic sequencing partners, diagnostic hospital labs, and other sequencing partners for the provision of the Canadian sequence data used in this work. Genome sequencing in Canada was supported by a Genome Canada grant to the Canadian COVID-19 Genomic Network (CanCOGeN).

We gratefully acknowledge all the Authors, the Originating laboratories responsible for obtaining the specimens, and the Submitting laboratories for generating the genetic sequence and metadata and sharing via the GISAID Initiative, on which this research is based.

  • GISAID (https://www.gisaid.org/) We would like to thank the GISAID Initiative and are grateful to all of the data contributors, i.e. the Authors, the Originating laboratories responsible for obtaining the specimens, and the Submitting laboratories for generating the genetic sequence and metadata and sharing via the GISAID Initiative, on which this research is based. Elbe, S., and Buckland-Merrett, G. (2017) Data, disease and diplomacy: GISAID’s innovative contribution to global health. Global Challenges, 1:33-46. DOI:10.1002/gch2.1018, PMCID:31565258 Shu, Y., McCauley, J. (2017) GISAID: From vision to reality. EuroSurveillance, 22(13), DOI: 10.2807/1560-7917.ES.2017.22.13.30494, PMCID: PMC5388101

  • The Canadian VirusSeq Data Portal (https://virusseq-dataportal.ca) We wish to acknowledge the following organisations/laboratories for contributing data to the Portal: Canadian Public Health Laboratory Network (CPHLN), CanCOGGeN VirusSeq, Saskatchewan - Roy Romanow Provincial Laboratory(RRPL), Nova Scotia Health Authority, Alberta ProvLab North(APLN), Queen’s University / Kingston Health Sciences Centre, National Microbiology Laboratory(NML), BCCDC Public Health Laboratory, Public Health Ontario(PHO), Newfoundland and Labrador - Eastern Health, Unity Health Toronto, Ontario Institute for Cancer Research(OICR), Manitoba Cadham Provincial Laborator, and Manitoba Cadham Provincial Laboratory. Please see the complete list of laboratories included in this repository.

  • Public Health Agency of Canada (PHAC) / National Microbiology Laboratory (NML) - (https://health-infobase.canada.ca/covid-19/epidemiological-summary-covid-19-cases.html)

  • various provincial public health websites (e.g. INSPQ https://www.inspq.qc.ca/covid-19/donnees/)

Session info

The version numbers of all packages in the current environment as well as information about the R install is reported below.

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sessionInfo()
## R version 4.1.1 (2021-08-10)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 22000)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=English_Canada.1252  LC_CTYPE=English_Canada.1252   
## [3] LC_MONETARY=English_Canada.1252 LC_NUMERIC=C                   
## [5] LC_TIME=English_Canada.1252    
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] MASS_7.3-54        viridis_0.6.1      viridisLite_0.4.0  colorspace_2.0-2  
##  [5] RColorBrewer_1.1-2 kableExtra_1.3.4   gridExtra_2.3      ggbeeswarm_0.6.0  
##  [9] DT_0.20            cowplot_1.1.1      ggtree_3.0.4       phytools_0.7-90   
## [13] maps_3.4.0         phangorn_2.7.1     tidytree_0.3.5     phylotools_0.2.2  
## [17] ape_5.5            treeio_1.16.2      lubridate_1.7.10   reticulate_1.23   
## [21] knitr_1.37         forcats_0.5.1      stringr_1.4.0      dplyr_1.0.7       
## [25] purrr_0.3.4        readr_2.0.2        tidyr_1.1.4        tibble_3.1.4      
## [29] ggplot2_3.3.5      tidyverse_1.3.1   
## 
## loaded via a namespace (and not attached):
##  [1] ellipsis_0.3.2          rprojroot_2.0.2         fs_1.5.0               
##  [4] aplot_0.1.2             rstudioapi_0.13         farver_2.1.0           
##  [7] fansi_0.5.0             xml2_1.3.2              codetools_0.2-18       
## [10] mnormt_2.0.2            jsonlite_1.7.2          broom_0.7.11           
## [13] dbplyr_2.1.1            png_0.1-7               compiler_4.1.1         
## [16] httr_1.4.2              backports_1.2.1         assertthat_0.2.1       
## [19] Matrix_1.3-4            fastmap_1.1.0           lazyeval_0.2.2         
## [22] cli_3.1.1               htmltools_0.5.2         tools_4.1.1            
## [25] igraph_1.2.6            coda_0.19-4             gtable_0.3.0           
## [28] glue_1.4.2              clusterGeneration_1.3.7 rappdirs_0.3.3         
## [31] fastmatch_1.1-3         Rcpp_1.0.7              cellranger_1.1.0       
## [34] jquerylib_0.1.4         vctrs_0.3.8             svglite_2.0.0          
## [37] nlme_3.1-153            xfun_0.29               rvest_1.0.2            
## [40] lifecycle_1.0.1         scales_1.1.1            hms_1.1.1              
## [43] parallel_4.1.1          expm_0.999-6            yaml_2.2.1             
## [46] ggfun_0.0.5             yulab.utils_0.0.4       sass_0.4.0             
## [49] stringi_1.7.4           highr_0.9               plotrix_3.8-2          
## [52] rlang_0.4.11            pkgconfig_2.0.3         systemfonts_1.0.2      
## [55] evaluate_0.14           lattice_0.20-45         labeling_0.4.2         
## [58] patchwork_1.1.1         htmlwidgets_1.5.4       tidyselect_1.1.1       
## [61] here_1.0.1              magrittr_2.0.1          R6_2.5.1               
## [64] generics_0.1.1          combinat_0.0-8          DBI_1.1.2              
## [67] pillar_1.6.4            haven_2.4.3             withr_2.4.3            
## [70] scatterplot3d_0.3-41    modelr_0.1.8            crayon_1.4.2           
## [73] utf8_1.2.2              tmvnsim_1.0-2           tzdb_0.1.2             
## [76] rmarkdown_2.11          grid_4.1.1              readxl_1.3.1           
## [79] webshot_0.5.2           reprex_2.0.1            digest_0.6.28          
## [82] numDeriv_2016.8-1.1     gridGraphics_0.5-1      munsell_0.5.0          
## [85] beeswarm_0.4.0          ggplotify_0.1.0         vipor_0.4.5            
## [88] bslib_0.3.1             quadprog_1.5-8